tag:blogger.com,1999:blog-34885469686809556002024-03-18T23:27:06.808-05:00RK's RamblingThis is my mindless rambling.Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.comBlogger120125tag:blogger.com,1999:blog-3488546968680955600.post-66868929078782701132023-01-20T13:00:00.000-06:002023-01-20T13:00:02.736-06:00Curious case of Cisco AnyConnect and WSL2<p></p><div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2Rtnu_hs575OvE-8okBGawF5kncUgfFniUKCfrEFJftBMkXgO3cEqOQWMdThHRgtzUcrcCl0psiTMG8njph12aUNOs9Os6acS-m3HaMzGyRaCQI1QXwoLrytaZ3zmVtKNb0glhawgzZMEiANU75C1EqceBlnqSAO2lww8BVy3M2eypSTAeeZu9VU/s512/kisspng-kindle-fire-cisco-systems-vpn-client-cisco-anyconn-client-5adc741e1ca0e9.7694806215243970861173.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="512" data-original-width="512" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2Rtnu_hs575OvE-8okBGawF5kncUgfFniUKCfrEFJftBMkXgO3cEqOQWMdThHRgtzUcrcCl0psiTMG8njph12aUNOs9Os6acS-m3HaMzGyRaCQI1QXwoLrytaZ3zmVtKNb0glhawgzZMEiANU75C1EqceBlnqSAO2lww8BVy3M2eypSTAeeZu9VU/s320/kisspng-kindle-fire-cisco-systems-vpn-client-cisco-anyconn-client-5adc741e1ca0e9.7694806215243970861173.png" width="320" /></a></div></div><p></p><p>One thing Covid has taught me is the importance of VPN. Also one other thing COVID has taught me while I <i>work from home</i> is that your Windows Machine can be <i>brilliant</i> as long as you have WSL2 configured in it.</p><p>So imagine my dismay when I realized I cannot access my University resources while being inside the University provided VPN client.</p><p><br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEg00v5sFDoWEA16ztwZoJkpyN5qgVKJUmLPGIYN6w94_eNU_nXRrsAqOmIFhymNXZsdv5IARPJEXC3bbxDQsjN1DhasudJR7Dqwfo2m5C9Pa9dB9q9qgqga7ECPXM6tZT-O65oY3QKKzXfr063Ai-EHn8sy2py17ZhxBa06l_JdLiOPpzGTTrOW4k8" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"></a><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgWlczgyB8I-8c-SR5QVJWxu3EQpSKo2knqxu3iVKHivxIle79knctIF4SJRo41ea5TVMYA8Zu5-lw-IfCo3wMA9Xnpk34bOGjwqM1v0WgjWETjHXwSB_PnUBF9TBqK3za-DKdRfi03itvJPegMAdluLIAKBirk_J11iMRcFwRjc4ipghjami-HDUo" style="clear: right; display: inline; float: right; margin-bottom: 1em; margin-left: 1em;"><img alt="" data-original-height="540" data-original-width="474" height="240" src="https://blogger.googleusercontent.com/img/a/AVvXsEgWlczgyB8I-8c-SR5QVJWxu3EQpSKo2knqxu3iVKHivxIle79knctIF4SJRo41ea5TVMYA8Zu5-lw-IfCo3wMA9Xnpk34bOGjwqM1v0WgjWETjHXwSB_PnUBF9TBqK3za-DKdRfi03itvJPegMAdluLIAKBirk_J11iMRcFwRjc4ipghjami-HDUo" width="211" /></a><img alt="" data-original-height="451" data-original-width="653" height="221" src="https://blogger.googleusercontent.com/img/a/AVvXsEg00v5sFDoWEA16ztwZoJkpyN5qgVKJUmLPGIYN6w94_eNU_nXRrsAqOmIFhymNXZsdv5IARPJEXC3bbxDQsjN1DhasudJR7Dqwfo2m5C9Pa9dB9q9qgqga7ECPXM6tZT-O65oY3QKKzXfr063Ai-EHn8sy2py17ZhxBa06l_JdLiOPpzGTTrOW4k8=w295-h221" width="295" /></div><br /><p></p><div>Both of the institutions I have affiliation with, requires me to use VPN software which messes up WSL2 configuration (which of course I realized at 1:30 AM). Don't get me wrong, I have faced this multiple times last two years (when I was stuck in India), and mostly I have been lazy and bypassed the actual problem by side-stepping with my <i>not-so-noble</i> alternatives, which mostly include one of the following:</div><div><ul style="text-align: left;"><li>Connect to a physical machine exposed to the internet and do an ssh tunnel from there (not so reliable since this is my actual box sitting at lab desk, also not secure enough)</li><li>Create a poor man's socks proxy in that same box to have my own VPN (OpenVPN and wireguard both works fine with WSL2). Again a security nightmare if IT guy finds out</li><li>And my least favorite method, use Putty</li></ul><div>Tonight though high on 7 coffee, I decided to take a shot at it finally to figure out what the heck is even going on with this <i>AnyConnect</i> scenario. Lo and behold a google search reveals thousands of complaints and even more solutions (most of which didn't work for me).</div></div><div><br /></div><div>So I ended up cobbling together the solution which worked for me. Actually, two solutions since it seem the most efficient one is only working for one of my machines and not the other one, for which I had to choose an even more esoteric way.</div><div><br /></div><div>So hopefully one of these will work for you.</div><h2 style="text-align: left;">Method 1: Auto-manually rewrite WSL2's DNS config by getting the VPN values </h2><div>There of course is a manual solution. But whats the fun in that. Just download or copy paste this gist inside your WSL2 instance. A lot of this has been taken from this Github issue https://github.com/microsoft/WSL/issues/1350#issuecomment-844452775</div><div><br /></div><div>Download vpn-fix.sh </div><div><a href="https://gist.github.com/rabimba/a1497643662a7ceee0d229974e966d16">https://gist.github.com/rabimba/a1497643662a7ceee0d229974e966d16</a></div><div><br /></div>
<pre><code>#!/bin/bash
echo "Getting current DNS servers, this takes a couple of seconds"
/mnt/c/Windows/System32/WindowsPowerShell/v1.0/powershell.exe -Command '
$ErrorActionPreference="SilentlyContinue"
Get-NetAdapter -InterfaceDescription "Cisco AnyConnect*" | Get-DnsClientServerAddress | Select -ExpandProperty ServerAddresses
Get-NetAdapter | ?{-not ($_.InterfaceDescription -like "Cisco AnyConnect*") } | Get-DnsClientServerAddress | Select -ExpandProperty ServerAddresses
' | \
awk 'BEGIN { print "# Generated by vpn-fix on", strftime("%c"); print } { print "nameserver", $1 }' | \
tr -d '\r' > /etc/resolv.conf
clear</code></pre>
<div>Mark it as executable</div><pre><code>sudo chmod a+x vpn-fix.sh</code></pre><div>Now just run this using sudo ./vpn-fix.sh</div><div>And you should something like this</div><div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEggCqN_R4End7nK3roGvIp3Nw9zBRhYt18XBoXogrPNdAvOARDolMYIx0XLDqJJ11WhsqlEQV5sZK5xySVIWRLvmZ37AwTs_7o5JQnuORwjwB9U_eEDw47effkr66u0_D6-J9CKGVLcRJuGBjpBiOrpIztGREEFdI9JFgeMKY8fjcvELA_brtSeAnw" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="152" data-original-width="569" height="85" src="https://blogger.googleusercontent.com/img/a/AVvXsEggCqN_R4End7nK3roGvIp3Nw9zBRhYt18XBoXogrPNdAvOARDolMYIx0XLDqJJ11WhsqlEQV5sZK5xySVIWRLvmZ37AwTs_7o5JQnuORwjwB9U_eEDw47effkr66u0_D6-J9CKGVLcRJuGBjpBiOrpIztGREEFdI9JFgeMKY8fjcvELA_brtSeAnw" width="320" /></a></div>You can automate so that this gets called everytime you open WSL. Not to mess with VPN again and again. Note, you will have to run it after you have connected via anyconnect.</div><div><br /></div><div><h2 style="text-align: left;">Method 2: Use the awesome gvisor-tap-vsock to tunnel your connection</h2><div>This utilizes the awesome wsl-vpn toolkit. Since this uses a lot of third party code and was a bit overkill, I did not prefer this initially. But one of my machines did not update the resolve conf even after I restarted the wsl backend multiple times, so I had to go this path (that one has kali linux on it instead of ubuntu)</div><div><br /></div><div>Just follow the below procedure</div><br /></div>
<pre><code># download wsl-vpnkit
VERSION=v0.3.x
wget https://github.com/sakai135/wsl-vpnkit/releases/download/$VERSION/wsl-vpnkit.tar.gz
tar --strip-components=1 -xf wsl-vpnkit.tar.gz app/wsl-vpnkit files/wsl-gvproxy.exe files/wsl-vm
rm wsl-vpnkit.tar.gz
# place Windows exe
USERPROFILE=$(wslpath "$(powershell.exe -c 'Write-Host -NoNewline $env:USERPROFILE')")
mkdir -p "$USERPROFILE/wsl-vpnkit"
mv wsl-gvproxy.exe "$USERPROFILE/wsl-vpnkit/wsl-gvproxy.exe"
# place Linux bin
chmod +x wsl-vm
sudo chown root:root wsl-vm
sudo mv wsl-vm /usr/local/sbin/wsl-vm
# run the wsl-vpnkit script
chmod +x wsl-vpnkit
sudo ./wsl-vpnkit</code></pre><pre><code><br /></code></pre>
This should get your VPN and WSL2 working again.Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-49381047110432144282022-01-12T18:48:00.005-06:002022-01-13T03:44:04.389-06:00Immersive Payment: Second Update<p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-pe04V7HN8jUH1KSWx4w0fYeekDyN6g07NTeMyUzNPsvd-6s1Kgye3ARrIGpKoOw5066CybjwnSxvwroFlTenyfottMi10DU3ickgyEFkpP_LepaIwCyjOkXoE_tSpgjS11VQECUkeMg/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="627" data-original-width="1200" height="167" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-pe04V7HN8jUH1KSWx4w0fYeekDyN6g07NTeMyUzNPsvd-6s1Kgye3ARrIGpKoOw5066CybjwnSxvwroFlTenyfottMi10DU3ickgyEFkpP_LepaIwCyjOkXoE_tSpgjS11VQECUkeMg/" width="320" /></a></div><p></p><p><br /></p><p>This is the second update to the Immersive Payment project update under the Grant For Web Fellowship.</p><p>You can read the last report here: <a href="https://blog.rabimba.com/2021/05/immersive-payment-first-update.html">https://blog.rabimba.com/2021/05/immersive-payment-first-update.html</a></p><h3 style="text-align: left;">Background</h3><div><p class="part" data-endline="21" data-position="419" data-size="0" data-startline="21" style="--tw-border-opacity: 1; --tw-ring-color: rgba(59, 130, 246, 0.5); --tw-ring-inset: var(--tw-empty, ); --tw-ring-offset-color: #fff; --tw-ring-offset-shadow: 0 0 #0000; --tw-ring-offset-width: 0px; --tw-ring-shadow: 0 0 #0000; --tw-shadow: 0 0 #0000; border-color: rgba(231, 231, 231, var(--tw-border-opacity)); box-sizing: border-box; margin: 0px 0px 16px;">Technically, WebXR is a device API that makes it possible to distribute VR/AR experiences over a web browser. It is broadly used to describe web based VR/AR experiences.<br /><br />The web is the biggest platform, able to reach almost every device and balance the power with app stores through permissionless innovation. However, there’s a major issue holding the ecosystem back from growing: monetization.<br /><br />There’s a reason why 99% of WebXR apps look like prototypes, it’s because indie creators struggle with finding ways to capture value.<br /><br />More polished experiences like <a href="https://hubs.mozilla.com/">Mozilla Hubs</a> and <a href="https://twitter.com/frame_vr">Frame</a> usually have the backing of a large entity, so they can survive.<br /><br />While many of the apps on the front page of Oculus Store net millions in sales, apps on the startpage for Oculus browser (#1 app) can barely hit $100 a month in ad rev.<br /><br />How can other developers and studios justify spending more resources into this open ecosystem like this and make it more than just a hobby?</p><h4 style="text-align: left;">What Immersive Payment is trying to do</h4><div>With immersive payment, you are now able to monetize part of the content of a VR scene or asset using Coil. </div><div><br /></div><span face="-apple-system, BlinkMacSystemFont, "Segoe UI", "Helvetica Neue", Helvetica, Roboto, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"" style="background-color: transparent; color: #333333; font-size: 16px; letter-spacing: 0.35px;">Updates:</span><p></p></div><div><ul style="text-align: left;"><li><i>Enabling Integration and First Prototype: </i>The first experiment ensures that VR assets can be run in a WebVR environment. <br />As it turns out it is relatively simple to enable web monetization in a simple webvr page and host it. And it's also fairly easy to add conditional's to the page too. For example to <br /><blockquote> <script defer src="cdn.coil.com/monetized-classes.js"></script><br /> <style id="wm-stylesheet"><br /> .wm-if-monetized { display: none; }<br /> .wm-if-not-monetized { display: none; }<br /> </style></blockquote><br />This enables web monetization on those elements.<br /><br />Or we can have a whole scene hidden. As you can see in this demo: https://webm-roomscale.glitch.me/</li><li><i>Enabling it in a WebAR environment:</i> Using the same concept this can be enabled in an Augmented Reality Environment. The same glitch code detects when it is in an Augmented Reality environment instead of a VR environment and can enable monetization for those elements. </li><ul><li>Limitation:</li><ul><li>This concept is dependent on the coil extension. And for mobile devices even though Firefox is there and has add-on support. It still doesn't support all add-ons, notably, it doesn't support Coil. So any content that is made available part of Augmented Reality will be locked down in mobile devices. Unless we specifically determine the device and unlock that content. Doing that client-side opens up the concept for attacks on desktop devices to unlock content too.</li></ul></ul><li><i>How to use it for different contents</i>: Due to the nature of how web pages are built this works on different parts of the elements of a webpage. To enable differential web monetization, the tags should be enabled on those elements. It works for VR assets as well as AR assets.</li></ul><h4 style="text-align: left;">Open Research Questions Explored:</h4></div><div><ol style="text-align: left;"><li><i>Can we make the transactions anonymous</i>: This can be achieved by introducing confidential coin concept in the mix. If we want to look at a architectural diagram about how this can be done. This may look like following</li></ol><div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQB6xYollH9pyLTKXeszp_ns206SyKAe6MDG2SneK5ZYtmZrY3HMTt40MAb5qaJLZkpz-P-kVb7BscB3Z6fLzlY9OXW0N1nMJ8ojMip6phiLnSQFmD4PF7cMwwSxfzSAXDiYnpYjIun0g/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="701" data-original-width="1454" height="308" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQB6xYollH9pyLTKXeszp_ns206SyKAe6MDG2SneK5ZYtmZrY3HMTt40MAb5qaJLZkpz-P-kVb7BscB3Z6fLzlY9OXW0N1nMJ8ojMip6phiLnSQFmD4PF7cMwwSxfzSAXDiYnpYjIun0g/w640-h308/image.png" width="640" /></a></div><br /><div>Figure 1 provides an example of association between event definitions, event outcome announcements, and event based UTXO notes. It shows nine UTXO notes (named cc1 to cc9) and four transactions (named tx1 to tx4). For each transaction, input notes and output notes are enclosed in a colored bounding box. The coins in front of the arrows are input coins and the coins that the arrows point to are output coins. Each type of data has its own logical chain and the corresponding Merkle hash tree. All the event definitions and event outcome announcements are in public.</div><div>They are validated before appended to the ledger. In this work, we assume that event outcomes are declared by the same parties who register the events to the ledger (verified through a secure</div><div>digital signature scheme). Verification of the event outcome itself (e.g., status of a tracked shipment) is a separate concern, which could be supported through various established approaches such as</div><div>oracle service providers, event validators or zero-knowledge proof based claim verification scheme. We assume that event outcomes are verified as part of the event processing before they</div><div>are appended to the shared ledger.</div><div>All privacy coins in the system are conditional coins. In the example, one can observe that all the coins (cc1 to cc9) are paired with an event definition. A privacy coin without a real condition is configured to use one of the default constant events as its condition, for instance cc1. This way, all the transactions involving the conditional coins in the system (payments using the conditional coins or transferring of the conditional coins) follow identical validation steps in zero-knowledge protocol when deciding whether the transactions should be accepted by the participating distributed ledger nodes.</div></div></div><div><br /></div><div>This is detailed here: https://dl.acm.org/doi/abs/10.1145/3464298.3493401</div><div><br /></div><div><h4>Questions</h4><ul><li>How do people pay for WebXR content currently?</li><ul><li>Tickets (MCC in Hubs, FIVARS in JanusWeb)</li><li>Have been cheap in the past</li><li>Crypto for virtual land: <a href="https://cryptovoxels.com/map">https://cryptovoxels.com/map</a></li><li>Hubs Cloud: <a href="https://hubs.mozilla.com/cloud">https://hubs.mozilla.com/cloud</a></li></ul><li>What is actually being paid for in the present?</li><ul><li>Access</li><li>Login / Bot handles ticket ownership</li><li>Parcels (NFTs)</li><li>Content (ex : stereo video streaming services)</li><li>XXX</li></ul><li>In what ways can we make that process easier and more frictionless?</li><li>What monetization strategies have yet to be explored?</li><li>How can artists get paid?</li><ul><li>Commissions + Projects</li><li>Patreon</li><li>Github sponsors</li><li>Grants</li><li>VC investment</li><li>Event tickets</li></ul></ul><ul><li>Is there a multimodal solution that would work best for in VR payment?</li><li>Thoughts about non-payment based monetization strategies such as advertising?</li></ul><h4>Methods:</h4><ul><li>Patreon</li><ul><li>Many VR creators and sometimes platforms (NeoSVR) are using this</li></ul><li>Github Sponsors</li><ul><li>Avaer</li></ul><li>VC Investment</li><li>Event Tickets</li><ul><li>Really unexplored still</li></ul><li>Discord community with paid roles</li><ul><li>FIVARS / VRTO did some</li><li>WHALE / Metafactory using collab.land</li></ul><li>Virtual market stalls</li><ul><li>Currently in-progress via Vket5</li></ul><li>Avatar store</li><ul><li>Need some sort of VRMchat for people to buy this for webxr</li></ul><li>Tailors</li><ul><li>When people buy avatar weawrables they’ll want it custom fit their avatar</li></ul><li>Virtual land parcels</li><ul><li>Minting webxr worlds</li><li>Cryptovoxels</li></ul><li>Twitch streaming with bits</li><ul><li>Avaer and Sorskoot are streaming webxr development</li></ul><li>Engine licensing</li><ul><li>wonderland</li></ul><li>App store</li><ul><li>Construct Arcade</li><li>FIVARS made a token system for watching movies / games, can be repurposed</li></ul><li>In-world advertising</li><ul><li>Elijah from Vhite Rabbit / Construct arcade was exploring with Wonderleap</li><li>Admix</li><li>Google Ads work in WebXR</li><li>No official or unofficial link in how to do that</li></ul><li>Make it easier to integrate with paypal / crypto / discord</li><ul><li>Discord path seems easiest</li><li>FIVARS did a lot of manual work here, could be outsourced?</li></ul><li>Virtual actors</li><ul><li>voice actors</li><li>full body actors</li><ul><li>performers</li></ul><li>capturing / minting mocap libraries</li><ul><li>Train AI npcs</li></ul><li>Storytelling</li><ul><li>The Scarecrow: Raindance film festival</li><li>Live actors in neosvr live performance</li></ul></ul><li>WebXR can be used for immersive playback</li></ul></div><div><br /></div><div>A report of the grant is also available at: https://community.webmonetization.org/rabimba/immersive-web-grant-report-2-28nm</div><div><br /></div>Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-499199656782215072021-05-04T16:02:00.003-05:002021-05-04T16:02:32.254-05:00Immersive Payment: First Update<p>It has been more than 6 months now that I have had the Immersive Payments, Spark Grant. Since then I have worked on realizing the scope of the project and finally, I am here to give an update.</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuJMhFSk2oGJArgGH1atFHtilBpTOLEK3B3Cc_6fewqWdj8V7NPMKZdD_3iy7-BPItuXmQQJXuT0EVUzOiCP4e6Lp7kKD3aythkXIALU3OfIN_2YnL45ET2lypEPfB26Es9tozQSOUPWw/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="576" data-original-width="1024" height="180" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuJMhFSk2oGJArgGH1atFHtilBpTOLEK3B3Cc_6fewqWdj8V7NPMKZdD_3iy7-BPItuXmQQJXuT0EVUzOiCP4e6Lp7kKD3aythkXIALU3OfIN_2YnL45ET2lypEPfB26Es9tozQSOUPWw/" width="320" /></a></div><br />The project aimed to solve the following facets of distributed payment in the space of webvr.<p></p><div><ul style="text-align: left;"><li>Can we have micro-payment enabled for small micro assets?</li><li>Can we have a way for content and asset creators to define a way to have these transactions as part of a self-hosted (or managed) marketplace</li></ul><div>The initial concept was simple. Starting with 3d assets and models which a creator normally creates for making a virtual reality or even augmented reality scenes. Instead of having to buy them, can a creator benefit from the audience having more control over having added third party assets.</div></div><h3 style="text-align: left;">Initial Prototype:</h3><div>The initial prototype for the project depends on Spoke and creating scenes for mozilla hubs. We wanted to see if we can have extended portions of these scene where some characters can be Monitezied using Web monitized <i>while others are still under free domain</i>.</div><div>For the initial experiments we wanted to see if a wholoe web page runnig a simple aframe webVR scene can be monited or not.</div><div>As it turns out it is relatively simple to enable web monetization in a simple webvr page and host it. And it's also fairly easy to add conditional's to the page too. For example to </div><blockquote><div><pre style="border-radius: 6px; box-sizing: border-box; font-family: SFMono-Regular, Consolas, "Liberation Mono", Menlo, monospace; font-size: 13.6px; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: normal; overflow: auto; padding: 16px; word-break: normal;"> <span class="pl-kos" style="box-sizing: border-box;"><</span><span class="pl-ent" style="box-sizing: border-box;">script</span> <span class="pl-c1" style="box-sizing: border-box;">defer</span> <span class="pl-c1" style="box-sizing: border-box;">src</span>="<span class="pl-s" style="box-sizing: border-box;">cdn.coil.com/monetized-classes.js</span>"<span class="pl-kos" style="box-sizing: border-box;">></span><span class="pl-kos" style="box-sizing: border-box;"></</span><span class="pl-ent" style="box-sizing: border-box;">script</span><span class="pl-kos" style="box-sizing: border-box;">></span>
<span class="pl-kos" style="box-sizing: border-box;"><</span><span class="pl-ent" style="box-sizing: border-box;">style</span> <span class="pl-c1" style="box-sizing: border-box;">id</span>="<span class="pl-s" style="box-sizing: border-box;">wm-stylesheet</span>"<span class="pl-kos" style="box-sizing: border-box;">></span>
.<span class="pl-c1" style="box-sizing: border-box;">wm-if-monetized</span> { <span class="pl-c1" style="box-sizing: border-box;">display</span><span class="pl-kos" style="box-sizing: border-box;">:</span> none; }
.<span class="pl-c1" style="box-sizing: border-box;">wm-if-not-monetized</span> { <span class="pl-c1" style="box-sizing: border-box;">display</span><span class="pl-kos" style="box-sizing: border-box;">:</span> none; }
<span class="pl-kos" style="box-sizing: border-box;"></</span><span class="pl-ent" style="box-sizing: border-box;">style</span><span class="pl-kos" style="box-sizing: border-box;">></span></pre></div></blockquote><p>This enables web monitization on those elements.</p><p>Or we can have a whole scene hidden. As you can see in this demo: <a href="https://webm-roomscale.glitch.me/">https://webm-roomscale.glitch.me/</a></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgklPNlxzDtpAQgv5vip8GIyujOxI_KYCqWTC1zhdq5TCq7usEKmP68JigbBBgEMS01qOT_SRJV-XK9waGKK71IjuwMw44yQhUHL2-UmNWNfM04sNPHbJ6aaFwtiM1A0NIi8PeEgFUls8I/s1912/Animation.gif" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="939" data-original-width="1912" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgklPNlxzDtpAQgv5vip8GIyujOxI_KYCqWTC1zhdq5TCq7usEKmP68JigbBBgEMS01qOT_SRJV-XK9waGKK71IjuwMw44yQhUHL2-UmNWNfM04sNPHbJ6aaFwtiM1A0NIi8PeEgFUls8I/s16000/Animation.gif" /></a></div><br /><p>As you can see the browser first tries to verify if there is already a subscription attached to the coil account and enables the WebVR scene based on that. (<i>caveat: you will need coil extension installed and logged-in in your browser if you want to test the URL)</i></p><p>Our next step was to see how can we have this implemented in individual elements of the scene. If you want to know more about adding web monetization on specific elements on your website. You can read the excellent guide <a href="https://webmonetization.org/docs/exclusive-content" target="_blank">here</a>.</p><div style="text-align: left;">As a next step we start by using <a href="https://github.com/mozilla/Spoke" target="_blank">spoke </a>for creating the vr scenes for integrating into Mozilla Hubs. The goal here is to have monetization enabled for separate assets inside the scene. </div><h4 style="text-align: left;">Progress till now:</h4><div><ul style="text-align: left;"><li>We can now enable selective web monetization for specific webvr assets</li><li>Separate 3d assets can be monetized</li></ul><h4 style="text-align: left;">Ongoing:</h4></div><div><ul style="text-align: left;"><li>Have a centralized place where we can allow asset creators to highlight alternate story paths associated with exclusive assets</li><li>Have a way of enabling alternate story paths for webvr relates stories (this is enabled by creating alternate paths for the story to end/expand. However the present challenge is to see how can the implementation be done so that it doesn't cripple the rest of the scene)</li></ul><div>Planned:</div></div><div><br /></div><div>I was fortunate to get an extension of the deadline. With that in mind, we have plans to actually contribute to the underlying protocol and have a proposal for conditional interactions. Based on our recently accepted work at ICBC which can be accessed <a href="https://icbc2021.ieee-icbc.org/program">here</a>. Under the name "<strong style="background-color: #f1f1f2; box-sizing: border-box; color: #404041; font-family: "Lucida Grande", "Lucida Sans Unicode", "Lucida Sans", "DejaVu Sans", "Bitstream Vera Sans", "Liberation Sans", Verdana, "Verdana Ref", sans-serif; font-size: 14px;">On Conditional Cryptocurrency with Privacy</strong>"</div><div><br /></div><div><i>This concludes the very short initial update of the project. Some personal health issue along with the present Covid surge in my home country India, where I am right now made periodic updates to the project pretty difficult. A difficulty which I plan to address in the next few weeks.</i></div><div><i><br /></i></div><div><i>Two follow-up blogpost will follow this post detailing some of our design choices, codes, and how you, if you want right now, can test some of the features. I would love to have your feedback and directions on the same.</i></div>Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-64834230882963517992020-10-02T10:29:00.004-05:002020-10-02T10:29:46.735-05:00Road to the Grant : Immersive Payment<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://d15omoko64skxi.cloudfront.net/wp-content/uploads/2019/09/gftw-1-1024x576.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="450" data-original-width="800" src="https://d15omoko64skxi.cloudfront.net/wp-content/uploads/2019/09/gftw-1-1024x576.png" /></a></div><br /><p></p><p>This is a news close to my heart. My project "Immersive Payment" has been<a href="https://www.grantfortheweb.org/blog/2020-spark-grantees" target="_blank"> awarded with Grant for the Web</a>, and I will be focusing on using Web Monetization to enable Micro Payment and for Web Mixed Reality assets, as well as for 3d contents.</p><p>It took me almost five months from learning about the initiative to actually getting thee Grant. It all started back when in <a href="https://blog.mozilla.org/community/2015/06/23/mozilla-tech-speakers-a-pilot-for-technical-evangelism/">Mozilla TechSpeaker</a> call a fellow TechSpeaker and a friend Andrzej Mazur explained bout the program. He himself is also an <a href="https://enclavegames.com/blog/awarded-grant-for-the-web/">early awardee</a>. After the talk, I got really excited and interested in the potential and concept of Web Monetization, however, it wasn't until June that I really decided to apply.</p><p>The application process was a bit of roller coaster ride for me. I had an idea of what I wanted to do and also explored what is possible right now. But a bit of termoil in my personal life kept me from going beyond toy implementations. Fast forward to June end and I finally had the project chalked out with initial exploration and prototypes and a last minute grant application.</p><h3 style="text-align: left;">What it means for me now</h3><div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgP-mHNOiZ2kyblj1Kn4BPSAWVNhYFsrrNWvCSZWige3Xj5T-Osk9vLtg4kQJomZR8vSU0Gtjb5ap-mbt4qutBftkj8ocD6x-AC5xL-5JPieACp3c4Ip3zs9N5ym_Cty2vJN5BR6lFp_YY/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="682" data-original-width="1024" height="213" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgP-mHNOiZ2kyblj1Kn4BPSAWVNhYFsrrNWvCSZWige3Xj5T-Osk9vLtg4kQJomZR8vSU0Gtjb5ap-mbt4qutBftkj8ocD6x-AC5xL-5JPieACp3c4Ip3zs9N5ym_Cty2vJN5BR6lFp_YY/" width="320" /></a></div><br /><br /></div><div>Nothing really will change for me. I still will be working on my research and publications as well as my work. But the Spark Level Grant now allows me to dive deep in and in the upcoming months a lot of experimentations, code and implementations are going to come out here on Web Monitization.</div><div>In next few weeks keep an eye out on the blog and Immersive Payment where I will start documentaing the progress about the project, roadmap, implementation and eventually by hopefully beginning of next year a beta release so that you can test and even deploy the platform in your own infrastructure.</div><div><br /></div><div>A follow-up blogpost will come detailing what "Immersive Payment" really means and my initial roadmap for the project.</div><div>So if you are interested in the progress, subscribe to this blog and follow me in <a href="https://twitter.com/rabimba?lang=en">Twitter </a>maybe?</div><p><br /></p>Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-72106304841405290902020-07-28T04:44:00.001-05:002020-07-28T04:44:13.539-05:00Attack of the Clones (Part 1): Drishti and vMeet <br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiT6NVoJbPjKgo0BWHRIx2YghmlxzEjroX82WWXuD4wOZ4G5Fn9j2wcsUWlljiKMHIzm2_1-1JIk-r5qan-01m19cOW1bLlNkLyOQCPMFbUhY3Ghc4UaO0SztviMbnvkRe6Ql-D_Dg1b0E/s192/mainlogo.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="192" data-original-width="192" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiT6NVoJbPjKgo0BWHRIx2YghmlxzEjroX82WWXuD4wOZ4G5Fn9j2wcsUWlljiKMHIzm2_1-1JIk-r5qan-01m19cOW1bLlNkLyOQCPMFbUhY3Ghc4UaO0SztviMbnvkRe6Ql-D_Dg1b0E/s0/mainlogo.png" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjFlbcl9RBSujuhZCs6mba0ePWUhmttyZozfZPv-pUuyQSJPDOGT93u4MuwUb6ZV37i4ZscyErz8Z66gkDm3vuRFpRI07FnSxtRBTMhlk17w91oAStAYKH-fT5Dhk1bvL5l4BsZUyYdSsE/s350/vmeet_tansparent_350.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em; text-align: right;"><img border="0" data-original-height="350" data-original-width="350" height="164" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjFlbcl9RBSujuhZCs6mba0ePWUhmttyZozfZPv-pUuyQSJPDOGT93u4MuwUb6ZV37i4ZscyErz8Z66gkDm3vuRFpRI07FnSxtRBTMhlk17w91oAStAYKH-fT5Dhk1bvL5l4BsZUyYdSsE/w164-h164/vmeet_tansparent_350.png" width="164" /></a></div><div class="separator" style="clear: both; text-align: left;"><font face="georgia"><i><u>Background</u></i>: India recently banned certain Chinese Apps from being used and also with that launched a campaign of being <i>vocal for local</i>. Essentially promoting industries and app developers alike to encourage building and using homegrown solutions. And along with that came a plethora of apps replicating different features of popular Chinese + non-chinese but popular apps trying to capitalize on the national sentiment of vocal for local.</font></div><div class="separator" style="clear: both; text-align: left;"><font face="georgia"><br /></font></div><div class="separator" style="clear: both; text-align: left;"><font face="georgia"><i>In this series, I will try to look into a few of recently launched apps which I will call "clones" functionality wise. And also look at some of their claims where, in my opinion, they peek into the grey area too much. This is purely for archival purposes so that I can catalog my own findings and direct others here from social media debates.</i></font></div><h2 style="clear: both; text-align: left;"><font face="georgia">Part 1</font></h2><h3 style="text-align: left;"><font face="georgia">Drishti</font></h3><div><ul style="text-align: left;"><li><font face="georgia">Play Store: </font><a href="https://play.google.com/store/apps/details?id=com.arnab.dristi">https://play.google.com/store/apps/details?id=com.arnab.dristi</a></li><li>News Coverage: <a href="https://thescrbblr.in/just-in/the-facility-of-video-call-to-100-people-at-once-bengal-student-surprised-china-by-making-a-new-app/" target="_blank">1</a>, <a href="https://eisamay.indiatimes.com/tech/west-bengal-student-arnab-modak-creates-a-video-conferencing-app-named-drishti/articleshow/76896872.cms">2</a>, <a href="https://www.thewall.in/midnapore-boy-made-new-video-conference-app-drishti-like-zoom/" target="_blank">3</a> , <a href="https://www.google.com/search?q=drishti+arnab+modak&oq=drishti+arnab+modak&aqs=chrome..69i57.4056j0j4&sourceid=chrome&ie=UTF-8" target="_blank">4</a></li></ul><div>In short, this is a Zoom rival with a <i>very similar</i> UI and feature set (exactly like JioMeet which we will cover in a future post). The developer claims </div><div></div><blockquote><div>"Dristi is a video-conferencing application. Which completely made in India. I have used encrypted technology . So , Your data is total secure. Not only that , I have added an extra layer of security. None can save and snapshot and record screen.</div><div>No third party login activity can access your meeting until you reveal your meeting code.</div><div>You can lock your meeting room by password also."</div></blockquote><div>To assert what the application actually does and if the claims in news and play store are correct we are going to take a peek inside the app. We will go with the 1.0.5 version of the app which is the latest version available at the time of writing this blog and Play Store tells me it's last updated on 18th July 2020.</div><h4 style="text-align: left;">Backend:</h4><div>The app utilizes public jitsi servers as it's backend. It uses a public jitsi server to establish your calls.</div><h4 style="text-align: left;">The application:</h4><div>If we delve a little deep into the app. We start finding a reference to another app called "meet" in the source code. Including icons of the app in resources folder.</div><div>The code references are available in the following files among a lot others</div><div><img alt="" src="data:image/png;base64,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" /></div><div><br /></div><div>Upon searching for it, we can see that an app with the exact name exists in Codecanyon which anyone can buy</div><div><img alt="" src="data:image/png;base64,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" /></div><div><br /></div><div>This app has exactly same UI design as Drishti apart from the color scheme and logo. However you will see they also provide rebranding service for a $100 fee, if you want.</div><div><br /></div><div>Going back to <i>Drishti</i> we can see it still has old icons and assets inside the apk </div><div><img alt="" 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" /></div><div><br /></div><div>With this we can safely assume that <b>Drishti is actually vMeet. And the developer probably just bought the license to use the app and reskinned it to release in playstore</b>.</div><h4 style="text-align: left;">Privacy Concerns</h4><div>Once we have established that Drishti is <b>actually</b> just vMeet. Lets see what vMeet offers a developer, to glean what kind of data Drishti exposes as well.</div><div>If you goto the <a href="https://codecanyon.net/item/vmeet-a-complete-video-conferencing-android-app/27206948" target="_blank">codecanyon listing</a> of vMeet, you will realize they also allow a developer to have a web Dashboard to monitor users of the app. A <a href="https://vmeetadmin.webilestudio.com/login" target="_blank">demo dashboard</a> gives us a glimpse of what <b>Drishti's Developer has access to.</b></div><div><img alt="" src="data:image/png;base64,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" 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" 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" /></div><div><br /></div><div>So essentially a Drishti's Developer probably has access to:</div><div><ul style="text-align: left;"><li>Names of User</li><li>Their meeting history along with the duration</li><li>Meeting Statistics</li><li>Ability to <b>deactivate or activate any user profile</b></li><li>Send mass notification</li></ul><div>And might have potential access to their emails as well. I could not confirm this just from the demo dashboard.</div></div><h2 style="text-align: left;">Recommendation:</h2><div>It is sufficiently clear that Drishti is just a reskinned vMeet. According to the license agreement of vMeet, it is not illegal to buy it, reskin it and publish it. So it's <b><u>not </u></b>breaking any law. Claiming it to be made by someone else, completely secure and made in India are the claims we found <b>we cannot agree with</b>. And vMeet itself seemed like a client of Jitsi meet with the purpose of being a clone to Zoom.</div><div><br /></div><div><i>Our recommendation</i> is if you need a separate solution other than zoom, you might want to consider Jitsi Meet which has a separate app in Play Store. Which also is open source and is the underlying server technology Drishti uses anyway.</div><div><br /></div><h4 style="text-align: left;">endnote:<span style="font-weight: normal;"> You might have noticed JioMeet uses <i>exactly same </i> UI as vMeet and Zoom. However, the codebase behind Jiomeet and vMeet is not same. It does have some interesting other caveats too which we will discuss in another blog post.</span></h4><div></div></div>Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-60387857289792547052020-06-03T12:27:00.000-05:002020-06-03T12:27:18.786-05:00Handling Web Server file permission: The Last Guide<div dir="ltr" style="text-align: left;" trbidi="on">
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" 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If you have to work with a LAMP stack one of the first things you do is setting up permission for your user and web server so that you can deploy files correctly and securely and also ina. way that the server can read and execute them.</div>
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<i>This often becomes a headache quickly when the two user groups require specific permission sets on specific files to work securely.</i></div>
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<h3 style="text-align: left;">
<b>The most popular solution</b></h3>
<div>
Almost every StackOverflow answer and suggested method will involve giving developers the same user group access as the webserver. Most commonly it's access to <i>www-data . </i>This however comes with it's own set of baggage.</div>
<div>
<ul style="text-align: left;">
<li>If you have several web applications running side-by-side on your web server, you'll have to juggle a lot more with groups and sub-groups just to prevent Developer A to be able to see and modify Application B.</li>
<li>When a developer creates a file, the file is owned by the developer, and might not be readable (nor writable if needed) properly by the webserver process. It can be mitigated by careful ACL access. But often does become a hassle</li>
</ul>
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I recently found out about another alternate way to handle permissions which works fine and doesn't have any of these drawbacks.</div>
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<h3 style="text-align: left;">
Solution: The <i>bindfs</i> way</h3>
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This way ensures a developer could read and write files of an application with its own unshared user / group, while allowing the webserver to have it's own and developer-unscrewable permissions on the files of the said application.</div>
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With bindfs, developers access applications via dedicated filesystem mountpoints (placed in their home dir), acting as file-permission filters, presenting files like they're owned by themselves, whereas the files are really owned by the web server user (like www-data)</div>
<h4 style="text-align: left;">
How to use</h4>
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This assumes the user is "rabimba" and "HTML" is your folder with webserver</div>
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<blockquote>
<span style="font-family: Courier New, Courier, monospace;"># Installing bindfs (just the first time)<br />rabimba@e2e-55-141 $ apt-get update <br />rabimba@e2e-55-141 $ apt-get -y install bindfs<br /># Creating the application mountpoint<br />rabimba@e2e-55-141 $ mkdir -p /home/rabimba/www/html <br />rabimba@e2e-55-141 $ chown -Rf rabimba:rabimba /home/rabimb/html <br />rabimba@e2e-55-141 $ chmod -Rf 770 /home/rabimba/html</span></blockquote>
Then, edit the content of /etc/fstab and add this line</div>
<blockquote class="tr_bq">
<span style="font-family: Courier New, Courier, monospace;">bindfs#/var/www/html /home/rabimba/www/html fuse force-user=rabimba,force-group=rabimba,create-for-user=www-data,create-for-group=www-data,create-with-perms=0770,chgrp-ignore,chown-ignore,chmod-ignore 0 0</span></blockquote>
Save the file, and proceed with mounting application<br /><blockquote class="tr_bq">
<span style="font-family: Courier New, Courier, monospace;">rabimba@e2e-55-141 $ mount /home/rabimba/www/html</span></blockquote>
Now your happy developers can just work in the desktop HTML folder and everything will be automatically reflected in the webserver folder with no permission conflict anymore. Since they both are owned actually by different user groups.</div>
Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-55604432161705564142020-03-24T12:47:00.002-05:002020-03-26T22:40:38.865-05:00Help finding a cure for COVID19: Set up Folding@Home<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: center;">
<img alt="Image result for covid19" height="360" src="https://www.ctvnews.ca/polopoly_fs/1.4837302.1583273084!/httpImage/image.jpg_gen/derivatives/landscape_1020/image.jpg" width="640" /></div>
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<div style="text-align: justify;">
COVID-19 has been already assigned as a pandemic worldwide now. It is now a global problem affecting all of our day to day lives. Almost all the methods of combating the virus at our disposal at this moment are essentially social distancing and maintaining hygiene until a cure is discovered. And while I write this post the death toll worldwide is 17,159 with 470,973 people infected. Be sure when you read this, these numbers have already swelled up.</div>
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<br /></div>
<div style="text-align: justify;">
So while we wait and do our bit by maintaining social distance, <b><i>I am here today to show you how we all can pitch in our compute power to help researchers find a cure for COVID19.</i></b><br />
<b><i><br /></i></b>
<h2>
<b>Why Protein Folding? Why should you care?</b></h2>
<div>
How a protein “looks” in 3D is essential for developing new drugs,
especially for new viruses. COVID-19, for example, has really spikey proteins that jut out from its surface. Normally, human cells don’t care—they won’t let the virus inside. But COVID-19’s spikey proteins also harbor a Trojan Horse that “activates” it in certain cells with a
complementary component. Lung cells have an abundance of these factors,
which is why they’re susceptible to invasion.</div>
<div>
Protein folding has been a decades-long, fundamental problem in biochemistry and drug discovery. Almost all of our existing drugs grab onto certain proteins to work, so identifying protein structure is akin to surveying the enemy landscape<i> and</i> figuring out the best attack point simultaneously. The problem is the genetic code doesn’t translate to how proteins look. When it comes to a new virus, without predicting protein structures we’re basically fighting viruses and diseases as if they were the Invisible Man.</div>
<div>
<br /></div>
<div>
Bottom line: if a drug is going to “fit” into a protein like a key into a
lock to trigger a whole cascade of nasty reactions, then the first step is to figure out the structure of the lock. That's where Folding@home comes in.</div>
</div>
<h2 style="text-align: justify;">
Folding@Home</h2>
<div style="text-align: justify;">
Some of us used to contribute our computing power ar SETI@Home which dedicated all those compute power finding ET throughout the universe. While that project has just sunset, we now have Folding@Home which dedicates its computing resources on protein folding to find cures for various diseases including <b>COVID-19</b>.</div>
<div style="text-align: justify;">
It simulating the dynamics of COVID-19 proteins to hunt for new therapeutic opportunities.</div>
<h3 style="text-align: justify;">
What do you need?</h3>
<div>
<ul style="text-align: left;">
<li style="text-align: justify;">A computer running OSX/Windows/Linux</li>
<li style="text-align: justify;">A stable internet connection</li>
</ul>
<h3 style="text-align: justify;">
How do you set it up</h3>
</div>
<div style="text-align: justify;">
Setting up a Folding@Home instance at your own PC is very straightforward. Just follow the steps below</div>
<div>
<ul style="text-align: left;">
<li style="text-align: justify;">Install the client from: <a href="https://foldingathome.org/iamoneinamillion/">https://foldingathome.org/iamoneinamillion/</a></li>
<li style="text-align: justify;">Follow the screencast below</li>
</ul>
<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/AVvXsEhy0iMLYzGyQlgd6NPV_qK9x25YHNugfrAkHjxupBhF0Xw0hwYpe6D6E3W5LnHRbKwARZqiVKwS7z4-lKkxkmB5OFg6tMytGdIEOqRK_XQBLHc57fzJ0HPDUv8e9eWIQ8KqarPYV7Uf9vE/s1600/folding_install.gif" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="776" data-original-width="996" height="249" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhy0iMLYzGyQlgd6NPV_qK9x25YHNugfrAkHjxupBhF0Xw0hwYpe6D6E3W5LnHRbKwARZqiVKwS7z4-lKkxkmB5OFg6tMytGdIEOqRK_XQBLHc57fzJ0HPDUv8e9eWIQ8KqarPYV7Uf9vE/s320/folding_install.gif" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">For windows, you won't really need to do anything else</td></tr>
</tbody></table>
<div>
<ul style="text-align: left;">
<li style="text-align: justify;">Once the install is done you will be shown a welcome page and then your configurable options. Please see the video below to know step by step what you can configure more</li>
</ul>
<center>
<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/vZENNFgx2nI" width="560"></iframe></center>
<div style="text-align: justify;">
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<br /></div>
</div>
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(if you cannot load the video, here is a short animation on the steps)</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/AVvXsEgxyacVvHoHWZRp0MoQHGtEO5CxHwGl9tSMwk0Iq7_o7_3QOA9fCdV4CnY69sbl-QxlknbnZfkwgtopG_qRTUQ7XstlIvqV2F7PHUdMKQs3NnyGBxSoq-j0JYofreK46JbRS1lTCjbGJSQ/s1600/FoldingEnglish_full.gif" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1000" data-original-width="1600" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgxyacVvHoHWZRp0MoQHGtEO5CxHwGl9tSMwk0Iq7_o7_3QOA9fCdV4CnY69sbl-QxlknbnZfkwgtopG_qRTUQ7XstlIvqV2F7PHUdMKQs3NnyGBxSoq-j0JYofreK46JbRS1lTCjbGJSQ/s320/FoldingEnglish_full.gif" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The video has step by step voice over guiding you through the parameters</td></tr>
</tbody></table>
<div style="text-align: justify;">
<br />
In the end, you should have a dashboard like this and happily helping researchers getting a cure for COVID19</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/AVvXsEgyOWL2hmKyRuffqBCXbp44BxUIF4PnC_N21lwmT-bYpETz4oGb64fwtnEwCGGQkLg5vPN_Ucq4iXjzQ5HYvBgus7rDorur-67kjhEkf_A1WDiSl-A_kBQd7_-VJpPYFZd_NPBCYmUfxj0/s1600/Capture.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1278" data-original-width="1600" height="255" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgyOWL2hmKyRuffqBCXbp44BxUIF4PnC_N21lwmT-bYpETz4oGb64fwtnEwCGGQkLg5vPN_Ucq4iXjzQ5HYvBgus7rDorur-67kjhEkf_A1WDiSl-A_kBQd7_-VJpPYFZd_NPBCYmUfxj0/s320/Capture.PNG" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">This is the final dashboard showing your contribution parameters</td></tr>
</tbody></table>
<div>
<br /></div>
<div>
<i>Optional Parameters:</i></div>
<div>
<i><br />
</i></div>
<div style="text-align: justify;">
You don't really need to set a teamid. But if you decide you use this teamid we as a team would be contributing towards the effort and can see ourselves as a team (and also individual) in the leaderboard.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<i><u>The Team details used are:</u></i></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">TeamID: 248733</span></div>
<div style="text-align: justify;">
<span style="font-family: "trebuchet ms" , sans-serif;">Name: Covid19India</span></div>
</div>
Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-17920038431000245842019-08-06T12:55:00.001-05:002019-12-15T06:51:24.177-06:00Blocking Communication - Breaking Out<div dir="ltr" style="text-align: left;" trbidi="on">
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<script async="" crossorigin="anonymous" defer="" src="https://connect.facebook.net/en_GB/sdk.js#xfbml=1&version=v4.0&appId=1752404408371017&autoLogAppEvents=1"></script><br />
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<blockquote>
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I disapprove of what you say, but I will defend to the death your right to say it</div>
</blockquote>
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If you have been following my <a href="https://blog.rabimba.com/2019/08/blocking-communication-perspective-from.html">previous post</a> you will realize how quickly a state actor can just disrupt any kind of communication relying on a centralized telecom authority or Internet Service providers. Anything that can be threatened technically and legally can and will be used to block access to the Internet and communication mediums. Hence we need a solution that can circumvent these hurdles.</div>
<div style="text-align: justify;">
This blog post is inspired by the recent events happening at Kashmir, India and how repeatedly state actors in different parts of globes using laws to curb access to freedom of speech.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
I present to you today: <em><strong>NoConnect</strong></em></div>
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<br /></div>
<div style="text-align: justify;">
The idea first was envisioned at a Mozilla Leadership Summit back in 2015 at Singapore along with Priyanka Nag and a few more people(whom I don't remember anymore :( ). Then it took two years for it to come out to a prototype stage. And now this is in a stable enough stage where you can use this to reliably communicate with each other.</div>
<h2 style="text-align: justify;">
<em>What is NoConnect</em></h2>
<div style="text-align: justify;">
NoConnect is a real-time messaging application like WhatsApp which does not rely on any traditional GSM/CDMA network or any kind of internet service to communicate with each other unlike WhatsApp.</div>
<h3 style="text-align: justify;">
Motivation:</h3>
<div style="text-align: justify;">
This was primarily envisioned to be used by NGO's and rescue workers and victims in areas where cellular and telecom communications have broken down. And the only way to connect and communicate is by Satelite Phones. This app could transform every mobile device to an off the grid communication device which does not need any kind of network.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
The idea was heavily inspired by <a href="https://gotennamesh.com/">Gotenna Mesh</a> without the need for any dedicated costly hardware.</div>
<h3 style="text-align: justify;">
Features</h3>
<ul>
<li style="text-align: justify;"><strong>off the grid:</strong> NoConnect doesn't need any internet or mobile network to communicate. Each mobile device with the app installed acts as a node and connects with each other using wifi and Bluetooth p2p network</li>
<li style="text-align: justify;"><strong>temp users:</strong> All the users and usernames are disposable. Since it's not stored in any server or network. It's bound only to the device</li>
<li style="text-align: justify;"><strong>encrypted:</strong> data streams between devices are encrypted</li>
<li style="text-align: justify;"><strong>p2p network support:</strong> if you are part of a p2p swarm. You can communicate with everyone in that swarm even if they are not within your Wifi/Bluetooth range</li>
</ul>
<div style="text-align: justify;">
The swarm makes it perfect for communicating between communities. And the nature of the network makes it resilient to any kind of censorship or attacks on the interception of messages.</div>
<div style="text-align: justify;">
A short guide on how it works</div>
<div style="text-align: justify;">
<br /></div>
<div class="fb-video" data-href="https://www.facebook.com/rabimba/videos/10157637354645407/" data-show-text="false" data-width="500">
<blockquote cite="https://developers.facebook.com/rabimba/videos/10157637354645407/" class="fb-xfbml-parse-ignore">
<a href="https://developers.facebook.com/rabimba/videos/10157637354645407/"></a></blockquote>
</div>
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<br /></div>
<div style="text-align: justify;">
This was later submitted to the Equal Rating Innovation challenge and listed under the Technology section.</div>
<div style="text-align: justify;">
<a href="https://rabimba.blogs.rice.edu/files/2019/08/Screen-Shot-2019-08-06-at-10.24.12-PM.png"><img alt="" class="alignnone size-medium wp-image-21" height="338" src="https://rabimba.blogs.rice.edu/files/2019/08/Screen-Shot-2019-08-06-at-10.24.12-PM-632x338.png" width="632" /></a></div>
<h3 style="text-align: justify;">
<strong>India Version:</strong></h3>
<div style="text-align: justify;">
I have just released a prebuilt binary which you should be able to just install and use right now in any Android Device. The release note gives a few more specific features probably relevant to the present scenario. I will also list them out here:</div>
<ul>
<li style="text-align: justify;">Complete off the grid communication. Does not need any network (GSM/CDMA) or internet at all. Useful for situations where communication Blackdown is active</li>
<li style="text-align: justify;">Supports message broadcast. Useful for quickly sharing information to everyone</li>
<li style="text-align: justify;">Complete anonymous messaging. You choose your username and it doesn't have to be unique. Not tied to any phone number or any information. If you are concerned, just remove your sim card and then use it. Will work fine</li>
<li style="text-align: justify;"><strong>Censorship Resistant</strong>: Communications are end to end encrypted and completely off the grid. No way to monitor, intercept or block communication</li>
<li style="text-align: justify;"><strong>This version is backdated. You will manually change the date to two years back (2017) and it will work. The moment your network comes back alive and if you think you are under attack. the moment the date changes the app will lock itself regardless of if you give a password or not.</strong></li>
</ul>
<h4 style="text-align: justify;">
<a href="http://bit.ly/noconnect">Download Here</a></h4>
<div style="text-align: justify;">
<br /></div>
<blockquote>
<div style="text-align: justify;">
<em>This post will be updated with the technical specification of the mesh network and how NoConnect works. And also some more changes that are being worked on for the India version of the app.</em></div>
</blockquote>
</div>
</div>
Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-9770628981237270072019-08-06T11:23:00.000-05:002019-12-13T08:25:01.553-06:00Blocking Communication - A perspective from India : The Beginning<div dir="ltr" style="text-align: left;" trbidi="on">
<h3 style="text-align: left;">
<span style="font-family: Courier New, Courier, monospace;">Update: If you want to know how to circumvent this kind of blocking. head over to <a href="https://blog.rabimba.com/2019/08/blocking-communication-breaking-out.html">my second part of the </a>blog post. </span></h3>
<blockquote class="tr_bq">
<div style="text-align: justify;">
If liberty means anything at all, it means the right to tell people what they do not want to hear.</div>
</blockquote>
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<br /></div>
<div style="text-align: justify;">
When Alexander Graham Bell invented in 1876, it literally changed how we communicate with each other. Then in 1971 we saw the first email being sent, closely followed by the development of what we would know as the Internet today. And since 2001 we have steadily invested in how we communicate with each other using telecommunication and internet. Both include landline, mobile, and internet connectivity. Today this shapes how we communicate with each other in our society and the ISP and Telecom Companies are the backbones which provide the service. Which also makes them a single choking point if somebody wants to regulate the communication.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
Governments across the world are increasingly resorting to Internet shutdowns (also referred to as Internet blackouts) for a wide range of reasons, all with the objective of controlling the exchange of information online. The frequent resort to Internet shutdowns by the State as a mitigation and prevention strategy, mostly in the developing countries is a cause of concern. Between January 2012 and May 1, 2018, India has experienced 174 Internet shutdowns for various reasons and durations across 19 of the 29 states in the country. Most of these shutdowns are invoked using Section 144 which essentially states “temporary measures to maintain public tranquility” and gives State Governments the “power to issue orders for immediate remedy in urgent cases of nuisance or apprehended danger”.</div>
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<div style="text-align: justify;">
If we start charting out the shutdown in India, we will see a disturbing trend.</div>
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<a href="https://rabimba.blogs.rice.edu/files/2019/08/Screen-Shot-2019-08-06-at-9.29.27-PM.png"><img src="https://rabimba.blogs.rice.edu/files/2019/08/Screen-Shot-2019-08-06-at-9.29.27-PM-632x541.png" /></a></div>
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<br /></div>
<div style="text-align: justify;">
This clearly shows that the number of internet shutdowns have only increased since 2012 in India. If we look at what kind of services were affected</div>
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<br /></div>
<div style="text-align: justify;">
<a href="https://rabimba.blogs.rice.edu/files/2019/08/Screen-Shot-2019-08-06-at-9.31.07-PM.png"><img src="https://rabimba.blogs.rice.edu/files/2019/08/Screen-Shot-2019-08-06-at-9.31.07-PM-632x360.png" /></a></div>
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<div style="text-align: justify;">
Once we take into account this disturbing trend it becomes clear that censorship and legal avenues are being used to curb freedom of speech. We will take about a potential solution to this in our next post.</div>
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<br /></div>
<div style="text-align: justify;">
If you want to see all the Internet shutdowns till 2018, look at the following document collected by SFLC, where most of the data for this post is collected from. We will talk about our primary motivation and a potential solution in our follow-up blog post</div>
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<iframe height="480" src="https://drive.google.com/file/d/11nQPxZ8-uRForu7ZC9pM2yggQoqdKERy/preview" width="640"></iframe></div>
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-65905639821739719262018-11-27T01:54:00.000-06:002018-12-01T14:46:40.514-06:00Visualizing large scale Uber Movement Data <div dir="ltr" style="text-align: left;" trbidi="on"><div style="text-align: justify;"><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="clear: right; margin-bottom: 1em; 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/AVvXsEj-Km7goNMk7Q_V7KsFfr-JLuEH8JPMfwzTZejhQ7lCf6c4E2RmsqNuQd6QyYGswAVHUD1ChadtieEjfSRdvxQwf3-qO2p3DRsEMrqDGPm4jTgKDC4CVbgG3FgkaDWG6AOMbBslnB62ze4/s1600/allenkey.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="566" data-original-width="800" height="226" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-Km7goNMk7Q_V7KsFfr-JLuEH8JPMfwzTZejhQ7lCf6c4E2RmsqNuQd6QyYGswAVHUD1ChadtieEjfSRdvxQwf3-qO2p3DRsEMrqDGPm4jTgKDC4CVbgG3FgkaDWG6AOMbBslnB62ze4/s320/allenkey.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="font-size: 12.8px;">New York's cab data visualization from Uber's Engineering blog</td></tr>
</tbody></table>Last month one of my acquaintances in LinkedIn pointed me to a very interesting dataset. Uber's Movement Dataset. It was fascinating to explore their awesome GUI and to play with the data. However, their UI for exploring the dataset leaves much more to be desired, especially the fact that we always have to specify source and destination to get relevant data and can't play with the whole dataset. Another limitation also was, the dataset doesn't include any time component. Which immediately threw out a lot of things I wanted to explore.</div><div style="text-align: justify;">When I started looking out if there is another publicly available dataset, I found <a href="https://www.kaggle.com/theoddwaffle/uber-data-analysis" target="_blank">one </a>at Kaggle. And then quite a few more at Kaggle. But none of them seemed official, and then I found <a href="https://s3.amazonaws.com/nyc-tlc/misc/uber_nyc_data.csv" target="_blank">one released</a> by NYC - TLC which looked pretty official and I was hooked.</div><div style="text-align: justify;"><div class="separator" style="clear: both; text-align: center;"><br />
</div><a href="https://www.blogger.com/blogger.g?blogID=3488546968680955600" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a>To explore the data I wanted to try out OmniSci. I recently saw a video of a <a href="https://youtu.be/oKvI3DDhJVs" target="_blank">talk </a>at jupytercon by Randy Zwitch where he goes through a demo of exploring an NYC Cab dataset using OmniSci. And since my dataset was very similar to that, I thought of giving it a try.<br />
<br />
<div style="text-align: left;"><i>You can find the Jupyter Notebook here: https://github.com/rabimba/uber_analysis_mapd/blob/master/uberFinal1.ipynb</i></div></div><h2 style="text-align: justify;">Analysis</h2><div>Just as a toy experiment I tried to answer and visualize the following.</div><h4 style="text-align: left;">Can we visualize the number of Uber Trips in a period</h4><div></div><img height="340" src="data:image/png;base64,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%0A" width="640" /><br />
<div></div><div></div><br />
<h4 style="font-family: "times new roman";">Distribution based on per hour, week and month</h4><div><img height="640" 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%0A" width="628" /></div><h4 style="text-align: left;">Estimated Monthly base revenue </h4><div><img height="451" src="data:image/png;base64,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%0A" width="640" /></div><h4 style="text-align: left;">Distribution of traffic between months</h4><div><img height="344" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAsQAAAF9CAYAAAADeH6jAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAIABJREFUeJzs3Xn8VFX9+PHXAUHcAnFDVEQjFVNcUsy0wC2yNLXNtEQyKjW/apZlmQ3Torar5e7PJDUzl0jTAkVxX1ERF0xFFhGUVWWTD3B+f9w7H4bhs8x8PjPzWeb1fDzmMTNnztz7nntn7rzvueeeG2KMSJIkSbWqS1sHIEmSJLUlE2JJkiTVNBNiSZIk1TQTYkmSJNU0E2JJkiTVNBNiSZIk1bT12joAqZxCyF4HnBhjJhRRtz/wBpCNMTOqxPkMBe4HvhFj5roSwyxm+tdR5OdoD0LIbg78ATgU2Bp4IMbM0BZMZygVXK4dRQjZCIyOMTOihe+fBkxryTpoC673jimEbBfgZ8BwoB/QNbfNCiH7JeA8YCegB3AQ0B/4C3BQjJkJbRCy1CgTYrW5ELKfAf4D/DLGzHkFr+0PPAqsADaNMbO04PWxwGHAljFm5lUpZK3r98CxwK+AqcDbjVVMd0RGAGNizDxXhdjUDrjeWyaE7J7A0cB1MWamFfmeo4E9S93Rb4ETgQxwLfAgsCqd/07ATcBjwGnAB8DLJAlxi4SQ3Q/4LrA/sA0wG/g78KvC/wWpJUyI1R48DKwkaUEoNDR9rTvwCeDe3AshZNdLy15oYTI8Hdggnb5a5zBgbIyZnxdRtz/Jn+g0wMSodvTH9d4Se5Istwkky64YR5Mkq6MqEtEahwHvAiNjzORf5WsoSX5xZoyZZ3KFIWSvJ0liV7RgXjcDc4BrgIXAEcBPgO2Br7ckeCmfCbHaXIyZxSFknwIGh5DdsGBvfyhwD8mfwlDyEmJgX2Bjkj+Klsw3Astb8l6tow+woK2DkNq7ELIB2CjGzOK2jiUnhOwGQF2MmVIbB/oAiwqS4Vw5FGwTYsysIm1FboGvxZh5JPckhOzVwOPAsSFkR8aYcVuuVjEhVntxP8mhsANIEuD8FuBfAu+xbgvy0Lz3riWEbE/gQuCLwIeAicBZMWaeyKvTn0b6EIeQ/SLJob69SFqnZwJjgR/EmFlRUPcbwA+AASQtGJfGmPlNMR86hGwP4BfA14BNgcnATxupOxg4lWSZbEvyx/I88LsYM//Mq3cJ8H/ATjFmXi2YxtbpZxkdY+abzcS2URrLV9L5LQTGAefFmJme1hlF0noFcGII2RPTxw32BQ0hO4KkDyHAX0LI5h6v0+e42OUaQnYf4Fzgk8AmJK1ofwV+3dwffAjZCUD/GDP988qOB24EJsWY2TOv/BTgMmC/GDNPpmUBOBkYCQwkWSdPAz+PMdPQ9/JYknWzB9CVZH3/NsbMrU3Fmb53b+BukiTjMzFmZhTxnl1IurN8ClhN8ts6LcbMnLw6fYHvA4eQtLZtQNLtZTTJd2tVXt0ewDnAccB2JC19M4H/xpg5u4k4RtC51nuzv4203lDSvtHARiSH/D8MXACMCiH7UZJW3E8Am6fTeZlkud9V8Pu6P4RsbtKN9i9PP9uQ9HF+ovqNGDPX5c5PALYEfg18DtgC2BGYFkL2VJIW5o+m5fOB8cBPc1028j5Xbp65+YxOp53zRhrz9Bgz/fO+B2v1IQ4h2x04EziepM9xHfAqSTeRPwPkJ8Pp8xhCdinJ4ADrY+OGWslRJtRe5DauQ/PKci3AD6S3fdM/IvLqxvS1QmNJ/qh+TvLnsxtwdwjZTZoLJITsr4BbSf4w/kiyoR4DfBbYsKD6ySQnldxEklTMBn6d/rkW4yaSP/+n0/uHgduBjzVQ9xhgF+AfwBkk/XV7A7cXzO/K9P6kBqZxIkki9v+aCirdGRlLkvw8A3wvjfUrwBMhZLdNq94OnJA+fih9fAJJf8KGPAicnz6+Kq/+rwrqFbVcQ8h+FniE5E/098DpJP0Wf56+tzn3AduHkP1wXtnBJMnjoBCyWxSUv0eyc5VzPfBn4DXghyTJTU/gnhCyny+I9Zckh4vfJznZ6BxgKXBLCNnvNhVkCNlPk3zPXwcOLCYZJulnOQGYAZwN/A34AknSmG9QWn4fSZJ3DkmSeyFJIpjvUpIE7XHgLJKEdDzJsmlKp1nvJfw28p2Z1v87yQ7REyFkN0vj+BRJN4BTSE5MnQvsl77vdpLlBcnyyy23K2ncr0h+i+TVb+g3eQ/Ql2SH/MdArsX6B8A84BKSBP4fJNueR9OYIUnaTwCmpHXz4zoByO2gfy99fmZjwabJ8FiS5PxtkvV/Lsny/kIT7zue5D/gxhgz7zZWTyqWLcRqLx4haW3KbwUeCiwhSRbfBbqRtCCPy2s9fj7GTEOH6p+JMXNq7kkI2ZdINuzH08SfSdoK+xOSBP2z+YfhQsie08Bb+gG7xphZlNa5lqRv8v+RJCCNSpOcoylo7Qkh+yBr/lDy/TLGzI8LpnEJ8CxJIvM3gBgzL4aQfYykxfa8gtayk4CXY8w82lRsJC1aB5C0Xv4wb373Av8m2ck4IcbM88Dzad/AqTFmbmhqojFmpoaQvYdkGT/WRP1ml2vaWnkt8ARwcN7nvDKE7CTgDyFkhzZzNvt9QJYk6Xk9LTs4ncfXSb6P/0hbgoeStGjmThw6hqRl/zsxZnJJCyFkLyZJGC8OIXtn2pK1N8mf/AUxZn6SN/9LQsiOAS4IIfvXGDPvFwYYQvYEkh2Yu4HjYswsa+Lz5BsAHBtj5h9501oNnBpCdpcYM1PS4geAHQsOe1+UrtORIWRHxZiZnZYfA/wnxkx+K2CzOtN6p8jfRgOfa5cYM+/k1f88yU73WusoX4yZ59Pf8reBe4oZmSHGzD0hZL8GfLKZ3+MLMWYa6nu7e4yZJfkFIWTvIOmu9k3gNzFm3gZuCCE7EtigYD6PhZAdQPJdGVPEiYBnkizjwt9GbhSLdaRHoq4l2eH7TjPTl4piC7HahfRP/glgn7xW4KHAIzFmVsaYeRl4hzUtyLnW43UOS6f+WPD8vvT+I82E8rX0/seFfdJizMQG+sr9JffnndZZSpIMNTcfSJJhgN8WzGcM8Eph5fw/qRCyG6atNRuSfLaBIWQ/lFf9KpLhzw7Pe8+n0riabB1OHUPSWnZBQQx3kZwQdVRjf1ZlUsxyPQzYiuQQbK8QspvnbiTJI8Cnm5nPEyQ7XQcDhJDdHtiBpMXvBZJuBAC7kxzSvi/vvV8nae0dUzDvXsCdJCeR5eL9GsnRjNH5ddP6d5Ac8t+/MLgQsj8iOQx9LfDFEpJhgLcaSLRy8Q/IFcSYWZb7XoeQ7R5Ctnca11iS/4h98t7/LvDRELK7lRBHKTrCem/Jb+Ov+clwKteqeXjBb7daftdQYW47E0K2SwjZnulynUQS734NvaeVvkbSVWSdE3JjzKwuLAsh+0nWJMOfLfE3ITXKFmK1J/eT9Ac8MITseJIW4Pw/nQdZ04I8NL2f0Mi0puY/iTEzP+3LtlnD1et9hCRxmVRkzFMbKJtfxHwg6bO3GvhfA6+9DOycXxBCdkuS/tRHkbQsFepFcmgXkjOyLyJp0bkzLfsmSSt84SHzhuxAklAtbOC1F0lOctycZCelEopZrgPT+2ubmM5WTc0kxkxdCNmHWfO9OoRk1JEHSZKgz6bluS4B+YnRQJJEttEh5tL5/y+tG0gOMRcb6xfS6V8dY+bkpj5HIxpbhpC3HNOjLeeQjCU7II0z36Z5j88k6SYyOYTsVJLf7J3AnQ0lL2WMuT2t95b8Ntb5jceYeSCE7F9JhqL7WkhOLL4XuDnGzEtNxV8mDW13CCF7MEm3hf1Ixg/Ot+m672i1jwDPlXBS3DdIdtRONBlWOZkQqz25n2RDPJQkscv1H855APhjCNmN0zqraaSvav6JQAWau9BFIEmIi9XSM6abi2Wt19JDt+NIkoFLgKdIWmxWkfxBHE/eEZ8YM8tCyN4AfCeEbB+SvqpfAu6IMTO3lbFVQzHLNRfj2TQ+jNdbRUznPmBYeoLTwcBTMRn55D7g9BCy/dLyeSQnweXPfy7Jsm/MC3l1I0mLfWOf7cWC50+StDJ/KYTsVTFmni7is+Rrahnmr98/kHRJuJmk/+k7JCc17U3SrzP/e/WvkJyM+lmSE7cOJdnReiiE7KGFJ5y2QEdZ76VqcJzcGDMnhpD9LcnyPJCk3/S5IWTPzJ1MVimxgbF7Q8juS7KdeY1kJ+kNYBnJd/fvVO6ocinb3C0AYsy8WaFYVKNMiNWePEZypvBBJAnxMpLEL+cBku/sUJI+fM810krTGq8AnyE50ejJMk+70Oskh3Z3Yt1kaJeC54NIRib4eYyZTP4LaT++hlxFclLMcJLkeUOK6y6Ri+0zIWR75R/CTu1Ksn5aeiGUUv78mpIbQWNJjJl7m6zZtFzr3yEkCVBuGU0gSdAOIznxaVxBl5lXSdbd47H5IbReJflezUi7/xTjTZKTIO8D7g0h+5kYM48X+d5SnAA8GGPmq/mFaT/QdaR99m8g6UMaSE6++yHJkYtbmphPZ1nvZf1txJh5gWTH6TchZHuRdOe4MITspel8W7LcWrqsjyc56fbwGDNv5ArTbmyVaB2G9AhKCNn1Y8x8UET9u0j6lUtlZR9itRvpxvAxkhEWjiA5+Sa/xekFksOnZ5MMYTShAmHkToQ7P4Ts+oUvpglAufwrvV9ruKqQXGVq54K6uZazwpbj3Uj6NK4jPeHtSZIT6b5JMtrAuCJjG0OyfVjrRMIQsoeTDEV3RysOkeeSx94tfH/OWJLWzHNCyK4zrRCyG4QiRhUhGSlgIckIB1uTJkrpmevPkIym0JO1D5tD0vWkCwV9SfPmn3/Y/vr0/vwQsl0bqNtQFxhizMwiaYl9i+Rk0gOK+DylWsW636uNSEYIyC/rmiZs+fFFkpM6ofn12VnWe1l+G2lf7bX+g9ME+w2Snddcd4WWLLfFuXmU8B5oZDtDcjJkpfKFG0mS7XWGm2xke3s3ycguUlnZQqz25n6SFuJPsGb8TaB+3MmHWHMyWmMn1LVYjJknQ8j+GvgRMDGEbO7qSDuQdDkYDBS2CrV0XmNDyN5JMhpEb+C/JGOUfock+c8/cellklbkH4aQ3ZCkJXunvLp7NzKbq0iGdIJkvOVik9jrSFonf5QeIn+QpH/pqSR9Zn/S2BuL8BLJyWinhmQc0UXAOzFmChOPJsWYWRJCdjhJgvJKOiLBayR9qXch6YN7DM3sOMWYWR2SkT2OIjlCkT8Cx30k34Xc4/z33RqS8XRPS0eR+DdJy+C2JCfIDSDpJ06MmadCyGZIRjZ4LoTsLSRJ7tYkO4CfJRnvuqH45oRk3Nd7gbEhZD8XY6ahoQZb6laSrjU3p/PYimQnan5BvU2A2emIA8+SJKU7kAwXtpA1fdUb0ynWO+X7bQwHvhdC9p9p/HUkOz/DgH/k9Y99iqR72LkhZDclORnwjZg3pnoDHicZR/2yELJ3pdN+Ir/VtxH/JNkRujuE7FUk5xwcRnKEqqVHhJpzMXAk8NO8LhvLScZB3pmkW06+v5Isp7bu1qVOxhZitTf5SW5Df/q5slWsGWuzrGLMnENy6PBdkkPBF5H8yd5NI30BW+FYkj6cg1lzAYUvsvZYt7k+0Z8jSTpOJPkTGZI+bioR+TvJIdzVrLkwQrNizNSR/DFfmMZ2EcmoCreQXKBgZrHTamDay4CvpnFdRHJm/89aOK2xJCOOjE3ju5RkHNWBJMv1+SInNT69f7TgsG2ufFaMmYZOjDqJJLFZTTKW659I1sni9Hl+3Z+THPl4i+TktEtJhtNan2Rc6aY+5zskO4qvkiQrhzRVv0RnkYw48PG8+K+ioAWU5Lt/EUkSfDZwOUl3iztIvhNN9tvtLOu9jL+NCentCJK+2r8lSQJ/QPKdys1vBskOygYky/wmkp2QptxEsj05kCSBv4n0Yh1NicnFL75IknT/gmRc7WXpe5c0/s6WS48CfpqkhXg7kvGWzydZtrdXYp5SQ0KM5erWJam9Sbt9zCY5YWhYW8cjSVJ7ZAux1LnlLgnd1JWtJEmqafYhljqhELJHAtuTHPJ8iTUn8EmSpAImxFLn9CegL0lf5JFNjMssSVLNsw+xJEmSapp9iCVJklTTqtplYvPNN4/9+/ev5iwlSZJa7O23d2D+/H4sW7YJENh661fo2zcZjW/Bgr7Mnduf5cs3ZtWq9Vh//SVstdVUNt+8+dH3Vq7sxksvDaWurgddu9ax557/rfAnqT0TJ06cF2Pcopi6Ve0ysc8++8Snn366avOTJElqjRNO+CczZ77LtGmLmD79XTKZIYwaNRSAESPGcM89UznooP68884S7rlnKgB33PFVjjyy8IKja/vyl29hzJgprFy5mp4912fRosKhv9VaIYSJMcZ9iqlrlwlJkqRGXH/9MUyYMII99+yzzmunnTaYN944gxtu+ALjxp3AkCHbA9Qnxo0ZPfo5brvtJXr33gCAd9/9gFGjJtS/ftNNk/nkJ//CFlv8lg03/BW77XYZ1177bCNTW9v8+Uvp2/f3hJClV68Li/yUMiGWJElqgX326Uv37l3rn69YkQzos+22H2r0PdOnL+L00//LwIFbsPXWGzdYZ+zY15k6dSHDhn2YAw/sx4svzuWb37yDO+98pdmYTj75LubOLfdFVTs/E2JJkqRW+sMfHuOxx95kwIDenHxyw0fpV6+ODB8+hh126MWzz36Hiy76TIP1WtPyfPvtL3PuuZ9s3YepQSbEkiRJrZDNTuD73x/Hjjtuyvjxw/nQh9ZvsN7Mme/y4IPTiRG+8IWb+fGPx9e/9re/Teadd5YArWt5/v7392fo0P5l+FS1xQtzSJIktcDq1ZHTTrubyy9/mr326sPdd3+NPn3W7gYxZco8AHbYoRe5cQyef/5tnn/+7bXqvfrqApYurVtnHqW2PP/ylwfz6KPNj3KhtZkQS5IkNeKaa57h4Ydn8MwzswEYM2YK06Yt4uijd+Gpp2Zx+eVP06VLYK+9+nDhhQ8DMGBAb047bTAAAwdeCsCzz36HPffsQ4yZ+mlPmDCNgw4aDUAmM4T+/XutNe9sdgKjRj1QdMvzoEFb8YUv3Mz8+csAWLKkjiOO+BvXXnsUW265URmXSudjQixJktSIhx+ewejRk+qfT5r0NpMmvU3//r2YNet9IGmhvfba5+rrDBmyfX1C3BLlanleuXI1d931aoMtz1qb4xBLkiRVWa7l+b773mDmzPfYY4+t2HPPPvUtz+ef/zBdugRGjNiDTTZJWobzW55DyAJrWp7z5Vqea31841LGIbaFWJIkqcraouVZjbOFWJIkSZ2OV6qTJEmSitRhE+KLLnqcQYMup2vXnxNCdq1LHk6aNIdDDvkrm2xyASFk6d//omant3z5Ss49dzw77HAxPXr8kt12u4zbbnupgp9AkiRJ7UGHTYgnTpxN794bsN126w5SPWPGu8yZs5i99lr3uuONOeussZx//sN069aF4cP3YPbsxXz5y7fw2GOO5SdJktSZddiE+Prrj2HChBHrnFkJcOSRO/Pii6dy1ln7Fz29W25JWoOvvvpIrrrqSM4771PECOef/3DZYpYkSZ3Lyrp+QCjqltRVe+QoE6kePZJF8cwzsxk8eBsmTUrG8Zs0aU5bhiVJktqx9brN5NKTxzdfEfjuFYcUPd2VK7Zhve5vFVm3L+t1n1X0tLUuE+LUT35yIKeeejdnnTWOs84aV18+Z87iNoxKkiTVovW6v8Xvj/1cUXW/f/NdFY6m8zMhTp1yyr587GN9GTfudWKM9O27CSNH3skWW3ipQ0mSpM6sZhPi/Eserr/+eqxYsYrBg7dh8OBtABgxYgwAhx66Y5vFKEmSpMqrSkIcQvZM4CQ4ghCyZDJDGDVqKJD00T3rrHE8+eQsFi9ewfbb92TatDObnF7//hcxffq7a5Vlsw9wxRVPc8UVR7DLLptz4YUPM2NGUmfevKWMGDGGzTffkN/97tMADBx4KbDmkodXXz2RG2+czO67b8kLL8zl0Udn0rPn+px33qfKuzAkld1FFz3Otdc+y4svzmX16liRbQwkV4maMGFEBT6BJJVHubeHANOnL+JHP7qXe+6ZypIlK9huu55ceOEhfPGLu1b401RPtUaZ+BiwoHv3Zeu80JIh0k46aS8GDtx8nfK3317Cc8/NYc6cxYwePYn7758GwJIldYwePYlbb218XOEBA3qzYMEyRo+exOTJb3PEETvxyCMnMWBA76LjktQ2yj0M40kn7cUZZ+xXf8tN1+2BpPau3NvDefOWcsAB13LzzS+y886bMWLEngwY0Js33lhUzrDbXFVaiGPMnADQq9cpccWKDdd67cgjd+bII3dmzJgpPPTQjKKm97OfDeFnPxsCwNy5S+jX7yKWL1/JpEknM2jQVrl5NhfTWs+HDRvAlCmnFfeBWsA9Nqlyrr/+GACOPvrv67TstnQbkzN37hKuvHIiAKefvl+ZIpakyij39vDiix9n1qz3OfHEPbjuuqPLHm970WHHIc654oqnWb58JQcfvEN9MtweuccmdUwdZRsjSZUwfvwbALz11vv06fM7NtvsN3z967czb97SNo6svDr0SXV1dau4/PKnATjzzPbdclPre2zlbiG/7rrn+MY3/rVO+VNPfYt99ulbiY+gGtSRtjGqDLddHYvrq/xyie9DD83guON249FHZ3LjjZNZvHgFY8Z8tY2jK58OnRD//e8vMHv2YgYM6M3nPrdTW4dTVYV7bHV1qzn88AFcdNFn2HzzDZt5d/Xlt5AX7hDkt5AXu0OQc9hhO7LrrlvUP99qK4fJU/nU8jZGCbddHYvrq/y22GIjXn11ARtu2I3RoyexenUE4D//eY2VK1fz4ovvdIodjQ6REBcOkZZz8cVPAHDGGfvRpUtok9jaSkfbYyt3C3nO8cfvzogRe5YtTtUmtzFqjNuujsX11XqF28NBg7bk0Udn0qNH17V2NHr0WI+uXUOn2dGo1rBrI4EDu3XrCcCYMVOYNm0RRx+9S4uGSAN46KHpTJw4m54916+ZL2m+Suyx5cyfv5Tdd7+c2bMX07Pn+ixadE4lP0qrnHHGfznllLvYfvuenHLKPpxxxsfbOiS1gWuueYaHH57BM8/MBtzGqP1z29WxdKT1Ve7t4fe+tz/XXPMsCxYsZ8st1xyBHj58ECGETrOjUa2T6g4ETqyr2wCASZPeZvToSS0eIg3WtNyMHLk3G2/cfd0KdVsDobhb3dat/4QVNmXKPKZMmccHH6wEYNCgLQHq99hyGtpjK9XJJ9/F3Lntu7N8ly6Bfffty1e+siuHHz6A115bwJlnjuWqqyaWZfoXXfQ4gwZdTteuPyeELKNGTah/bdKkORxyyF/ZZJMLCCFL//4XFT3d+fOX0rfv7wkhS69eF5YlVsHDD89g9OhJzJz5HlClbYzUApXedqm8OuL6Kvf2cKedNuPf/z6OgQM35803k2keeOB2/Pa3n251rGec8V822OBX7LLLn7n44sdbPb3WqNawayOAEfvss098+umnG3q9ufevU3brrV9peqbd5sCodUd0aNCoOcXVa4WOssc2evRz3H77y5x33qfIZh8o18cvuxNOGMTw4XvUP//xj+/lwgsf4bbbXubb3/5Yq6dfqX5oHWFnoyO67rqjmzy5tCLbGKkFKr3tUnl1xPVVie3hsGEDGDZsAEcf/Xf+9a9XOOSQHenRo+UpZG5HY489tmL+/GXccccrnHnmWDbYoFubLdcOP+xauZW7ZfAf/3iRXXe9lFNO+Xe732ObPn0Rp5/+X77//f0ZOrR/i6dTCYUt5K+/vrDBel27lqef5/XXH8OECSPqD5/nO/LInXnxxVM566z9S5pmbmfj3HM/WZYY1TFVahuz8cbns9FG5/PRj17GZZc9VcFPoFJUe9ul1nF9VccJJwziySe/xdVXf57bbz+Ws8/+BAC33fZym8XUIU6qq6ZytwxOn76I7bfvxZAh2zNz5nvcdderANx333AOOmiH+nptvce2enVk+PAx7LBDL375y4N59NGZLZpOY8rdQj5y5B0sWLCMfffty8KFy7njjlcAOO643coad7kU7my059b3Sir3kEg33TSZyy57milT5rFkyQp23HFTzjprf046aa8qfJqWqcY25rvfvZuBAzdfaxvT2VXqu/Xcc3NYtqyu/qTKWtt2dTS1/l/TXhWeqPf66wsbvPJnW+5omBAXKPcZqmeffQBnn31A/fNBgy5n8uR3eOONRRx0UPnibq2ZM9/lwQenM2jQVnzhCzczf35yme0lS+o44oi/ce21R7Hlli0/+zPXpyln0qS3mTTpbfr370WvXj3Wei3XQr799j3rN1KFvv71QVx11URuu+1lVq2KDBq0FWecsR8nnLBHg/XbUqV3NiqhUsnFU0/Noq5uFV27dqk/ETSnJcng2LGvM3XqQoYN+zDvvLOEe+6Zyje/eQdbbLEhRx65c4s+e6XV6jYmXyW+X+ef/xALFy4nxuR79eyzs+tfb813a8stN2Tq1EWsWhXT+Nrvtssdztr+r6mkWtjRMCGugiefnMWNNz7P668vZPLkdxg4cHOOOqrt/6zz99jS/xCef/5tnn/+7fo6K1eu5q67XmXp0rpWzavcfZpGjtybkSP3rv8DmDTpbUaM+BdvvLGoVX8Ahe/ZYIPW/0QqvbPRkZKLL31p1/rEFeCVV+bV12lJMnjaaYO56qoj6d69KwBDh17HAw9M5557prbbhLgS2us2pjHlbiUfO/Z1unXryrHHfpRx415n7tyl3HHH/7jzzlfqv1fl+m793/8N5pJLDq+v19JtVyVUYrl2tB3OSv3X1Lpa2NEwIa6Cl16ayyWXPAkkHck/85kBbLLJ+q2ebrn32PI3BBMmTOOgg0a3+2HXyv0H0JoT5vJVc2ejIyYXm2/+G+bPX8bUqQ33zytW4QDuK1asAmDbbdc+ofaDVX1Zv+tsmvPBqq1Zv+tbrYqpLVRqG1Mp5W4lz/9+5bqQAa3aMSr2u9WeVHK5Qu3ucKo2djTaRUK8vK5+xoH7AAAgAElEQVQfPboVdxh5ed129OjW8kSlLYwYsSfDh+/B1KkLOfbYW/njHx9ns8024NxzP9Wq6ZZ7jy3noose509/Sv5c3333A0aNmlDWVtdSxkRuTrn/AHLv+e537+Khh2bU/wm2552Njphc5LpLfOhD5Uva/vCHx3jssTcZMKA3J5+8z1qvrd91NruPbv5Q3OQTX6h/XO6W90ocfcip1Damo2jsylblSl6b+m51ZrnlmvstTJ78DgAvvzy3vk57+09Q82JdP0IROVes247QwfKt1mgXCXGPbjPpf86/i6o77cIjKhxN6xR2HH///Q/YZJP16dIlMGBAb/bZZ2ueeWY2//vfglbPqxJDq0DS4rjddh9i1arV7arVtZpefjlZj+XqN9iRVCO5WLhweZPzKlU2O4FRox5gxx03Zfz44WVJtDvC0YdKb2M6otdeSz73ppv2KEvyWonvVkczceLstY5k5f9uW/pbePHFd+p3jKdPf7fVDS8At9zyIqNGPcBrry1g66035tRT9+WHPzyg2ffVmtBtJm+e82Cz9ba9sDZ2qHPaRULcnpS7G8LHPnYVO+ywKTvu2ItZs96vH2Vi2LAPrzXf1R/0pcv6zR/SXf3B1nRZv7KHdCvV6tqSq9i0ldNP34/775/W6Ia4pTsbAEOH9m/2/e1FpZKLDTfsxtKldWtdJrkYhcng6tWR0067m8svf5q99urD3Xd/jT59Nm51nNBxjj4Uu42pBdnsBF58MWm9PPHEPUpKXqv53epoBgzYlBtueL7B321LfwuHHfYSzz47u3595WtJkv3YYzM59thb2Wij7nz1q7sxfvxUfvSje+nZc32+853aadVXy5kQFyh3N4RDD92Ru+9+lQkTprHRRt3YZ5++nHrqPhx//O5r1euy/mxe3mWXZuMbOGVKCz+Z2lpTh+Ch9NaN5ctX8otfPMDf/vYCs2e/X9/Pr1wqlVz07t2DHj2SP9bWJoPnnXcfl1/+NF26BPbaqw8XXvgwAAMG9Oa00waXbVmUU7mPPhS7jelMGvp+HXzwaB54YDrdunWhrm41998/jREjxlT8u7V81fb06Fpc0rZ8VT96dJ1etuVQbs3tFGy55UaMHft6WeZ1/fXHMGbMFI455uZ1XmtJkv3rXz9CjDBq1BC+//1PMH78VA499HouuODhtRLiYhufkrqVb4BS+2FCXKDc3RAuu+xzZYmrsyu2T1NSt3z9mgr/ACqpqUPwLWndOOussVx++dN85CO9GT58D6677jkgGdWiFNVMLgAWLFgOJF0mWpsMzpr1PpD0Sb722ufqy4cM2b7dJsTlPvrQEbcx5T4Sd9559/HAA0miWVe3Gqjed6tH1xn0uf/Zoj73nIMqO1xZJZZr/k7BhAnJMn7yyVkV/Rwt8eyzyRVnc905cvfTp7/LokXL6dWrB1B84xPYAFWKurpt6datuO9FXd02dOv2ZoUjKp0JsdqFYvs0wdr9msr9BzBlyrxm39NSTR2CL7Z1I98ttyRXMjzqqJ2ZO3cpG23UnUWLlnPrrckwNu0xuSg0ZMj2TJgwov55qclgczuwap1KHdW4+OInWLJkTZ/USn6/cvHWwner3Ec4G9speOmldbs5tLW3314MwMYbdwdgo4261782Z87i+oRYldGt2yxGjSquK+CoUdkKR9MyJsSd2Mq6fqxXZKvryrrtWK8DtrqW+w8gdxntUt5TDsW2buTLXZXwgQem89RTaw7rvffeB4wePcnkoo1V83dQKZU8qjF0aH9uu+1lFi5cxiOPnMT++29XX8/vV8uU+whn4fRyo86MGLFnSXFV47ew1VYbM2PGuyxevAKg/h6o2b7fKk3H3EqrKOt1m8mlJ48vqu53rzik/nFHanUt9x9AsSe8rVq1NV27zimiXh+6FjH+bUtaN37ykwM59dS710qGAbp168KKFefVPze5aJmO9DuolEod1bj66iMZMqQ/u+66Bd/73ljOP/9h7rzzuMp+GLVYpX8LuWkuXryi6N9CYZK95559mDHjXZ58chZDhvTnqaeSw/f9+vW0dVhFMSHWOjpLq2slde06h/H37dhsvUMOnlrU9FrSunHKKfvysY/1Zdy414kx0rfvJowceSdbbNHyq95pjY70Oyh314b+/S9aJwEGuO665+qn25qjGs88M5vBg7dh0qTkQjWTJjW/c9mZVGt9FXZJaqlK/xZy03zttQUceGC/FiXZP/zhJ7jzzlfIZh/ghRfmcu+9ybb3nHMcdk3FMSEuUbFXvErqdsyrXrVVq2stK6Z1o7BFZMWKVQwevA2DB28DwIgRY4Bk1AG1Xlv9DlrS1ancXRtOOmkvFixYVv/8qqsmsmzZSnr33qC+rDVHNc46axxnnTVurfq1pNLr6/bbX2bmzPcYMKB3WeKtxG/hxBP3WCcpXrKkjueem9OiJPuAA/px001fJJt9gJtumkyfPhtzwQWH1NSFVNQ6JsQlKvaKV7D2Va+kpg47FtO6UdgicvXVE7nxxsnsvvuWvPDCXB59dCY9e67PeefV1mDqnU1LujqVu2vDz342pP7x3LlL6q9cud9+29SXd7SjGsV2c0rqFtfVqaUqvb6uvHIikIxo0l5V4sJSxx67G8ceW9z/s1TIhFiqkqYOO44aNbTk1o0BA3qzYMEyRo+eRPfuXTniiJ248MJDytYq1CbqtoZuRR4+r+sD3SqXtHQWLenakO+KK56uv6LYVlutSXQreVSj2CGcShm+qdhuTlB8V6dKKMf6Wr58JQcfvAODBm1V2WClTsSEWKqS5lpEmmvdKGwRGTZsAFOmnNbsfJfX9aNHkYfgl9dtR48iRhupxDSBJBkeVeQlokfVVr/TlmrNcFRXXvk0F1zwcP3zah3VKHYIp/Y6fFNrtGZ91dWtqh/v+8wz120drtjvVuoETIjVqXWGwcJbq0e3mfQ/599F1Z124RFtNk1VRmuGo7rhhudZtmxl/XOPalRea9bX3//+ArNnL2bAgN587nM7rfO6v1u1N+U+wRRg+vRF/OhH93LPPVOBn+4dQvZV4JwYM7c19T4TYpVs5YptWK97cScLrlzRl/W6t91VjTrDYOFqnzrKJWBb0rUhJ5cM/+lPhzd45b9KHdWoZa1ZXxdf/AQAZ5yxH126hCpHLpWu3CeYzpu3lAMOuJZZs95n//235bHHnpgHg14DdmguFhNilWy97m/x+2OLu1zs92++q8LRSG2jPV0CttwnbAI89NB0Jk6cTc+e65d8IQY1rdOtr2L7/tvvXwXKfYLpxRc/zqxZ73PiiXtw3XVHE8LIGTHedngxsZgQS1IHV+4TNmFNa+PIkXvX92dVeXS69VVs3/8S+v3XwhCnalpLTjAdP/4NAN5663369PkdcM6eIWRvAM6MMTOvqfmZEEtSB1fuEzYBbr31K2WJTetyfTXPIU7VkhNM581bCsBDD83guON24y9/ebMOenwN2Bho8hKsXcoUt6RWWr5qeyAUdUvqSpLUOeWGeSzlBNPcmOYnnbQn1157FDDmjfSlw0PINtkIbAux1E706DqDPvc/W1TdOQftVeFopObFun6EIofxinXbERzGS1KRWnKC6aBBW/Loo/nbpPqTS5cDq5qanwmxJKlFQreZvHnOg0XV3fZCr6AoaW3lPsH0e9/bn2uueZZrr30uHSXnqNzoEn+NMRObisUuE5IkSaq63AmmM2e+ByQnmI4ePYnnnpvDAQf046abvki/fj256abJdO0amj3BdKedNuPf/z6OgQM3529/mwx07QJcAJzdXCy2EEuSJKnqKnGC6bBhAxg2bAAAIYTJMcafFBOLLcSS1MmtXLENxZ6wmdRVW1pe14+iT7Ct69dWYUqdii3EktTJeTGdjsVLLEvVZwuxJEmSapoJsSRJkmqaCbEkSZLanVWrtqbY/vRJ3ZazD7EkSZLana5d5zD+vh2LqnvIwVNbNS9biCVJklTTTIglSZJU00yIJUmSVNNMiCVJklTTTIglSZJU00yIJUmSVNNMiCVJklTTTIglSZJU00yIJUmSVNNMiCVJklTTTIglSZJU00yIJUmSVNPWK7ZiCGFj4PPAEKA/sAEwF3gG+G+McWIlApQkSZIqqdkW4hDCFiGEPwOzgd8CWwKvAU8C7wJHAY+GEJ4NIRxVyWAlSZKkciumhfhF4GZgaGOtwCGETYAvAaNCCDvGGP9YxhglSZKkiikmId4zxvhWUxVijO8DfwH+EkLYuiyRSZIkSVXQbJeJ5pLhBurPbnk4kiRJUnUVfVJdTghhK+AAkr7EayXUMcbLyhSXJEmSVBUlJcQhhC8DfwW6AguAmPdyBEyIJUmS1KGU2kJ8AUnS++MY44oKxCNJkiRVVakX5tgauNRkWJIkSZ1FqQnxWOBjlQhEkiRJagvNdpkIIXw27+kdwG9DCDsDk4G6/LoxxrvLG54kSZJUWcX0If53A2U/b6AskpxsJ0mSJHUYxSTEG1Q8CkmSJKmNNJsQxxg/qEYgkiRJUlso9aQ6QgifCSGMCyG8md7uCSEcXongJEmSpEorKSEOIfwfyYl1bwPnp7c5wJgQwunlD0+SJEmqrFIvzHEO8L0Y46V5ZZeFEB4DfgpcUrbIJEmSpCootctET5KxiAuNAz7U+nAkSZKk6io1Ib4TOKqB8qMAxyCWJElSh1Nql4nJwE9DCJ8EHk/LPg4MAX4TQjg1VzHGeFl5QpQkSZIqp9SE+P+A5cB+6S1nOZB/Ul0ETIglSZLU7pWUEMcYt65UIJIkSVJbKHkcYkmSJKkzKbXLBOlFOA4CtqQgoY4xDi9TXJIkSVJVlJQQhxAuBH4APEVycY5YiaAkSZKkaim1hfibwHExxlsqEYwkSZJUbaX2If4AmFSJQCRJkqS2UGpC/DvgeyEET8aTJElSp1Bql4k/Af8GZoQQXgbq8l+MMX62XIFJkiRJ1VBqQvxnkqvSjceT6iRJktQJlJoQfx34YozxP5UIRpIkSaq2UvsCLwDeqEQgkiRJUlsoNSH+BZAJIfSoRDCSJElStZXaZeI7wM7A2yGEqax7Ut3gcgUmSZIkVUOpCfG96U2SJEnqFEpKiGOMP65UIJIkSVJb8AIbkiRJqmnNJsQhhMkhhC+FEJpsTQ4h7BhC+FMI4UflC0+SJEmqrGK6TPwA+A1wRQjhv8DTwGxgObApsCtwILAncAVwVWVClSRJksqv2YQ4xjgWGBtCOBg4DjgZ2B7oDiwEngVuB46KMc6tYKySJElS2RV9Ul2M8T7gvtzzEEKIMXrpZkmSJHVoLT6pzmRYkiRJnYGjTEiSJKmmmRBLkiSpppkQS5IkqaaZEEuSJKmmmRBLkiSppjU77FoIYRlQ1IgSMcYNWx2RJEmSVEXFjEM8Mu/x5sDPgLuBx9Ky/YHPAj8vb2iSJElS5RVzpbobc49DCLcB58UYL8urclkI4VRgGHBx+UOUJEmSKqfUPsTDgHENlI8DDml9OJIkSVJ1lZoQLwCOaqD8qPQ1SZIkqUMppg9xvp8DV4YQPsWaPsQfBz4HnFrOwCRJkqRqKCkhjjFeE0L4H3AGMBwIwEvAoTHGByoQnyRJklRRpbYQE2N8EHiwArFIkiRJVVfyhTlCCJuFEE4LIfwhhLBZWrZvCGG78ocnSZIkVVZJLcQhhD2A8cBc4MPAn4H5wOeB/sAJZY5PkiRJqqhSW4h/D1wTYxwIfJBX/h/gk2WLSpIkSaqSUhPifYGrGyifBfRpfTiSJElSdZWaEH8AfKiB8p2Aea0PR5IkSaquUhPiO4GfhhByfY9jCGEb4ELgn2WNTJIkSaqCUhPiHwDbAnOADYD7gKnACuAn5Q1NkiRJqrxSL8yxMISwP/AZYG+ShPoZ4O4Y4+oKxCdJkiRVVEsuzLEauDu9SZIkSR1aSy7McVIIYWIIYUEIoX9a9oMQwjHlDk6SJEmqtJIS4hDCd4ELgH+Q9CHOvX8ucEZ5Q5MkSZIqr9QW4u8C34ox/hpYmVc+EditbFFJkiRJVVJqQrwDMKmB8g+AjVofjiRJklRdpSbE04A9GigfBrzc6mgkSZKkKit1lIk/An8OIXQDArB3COHLwE+BU8odnCRJklRppY5DfFUIYX3gz8CGJCfXzQPOiTHeUIH4JEmSpIpqyTjEfwL+FELYlqTLxcwYYyx7ZJIkSVIVlJwQA6TJ8C7p01XArLJFJEmSJFVRSQlxCKEncCXwZZI+xACrQwi3Ad+JMS4qc3ySJElSRZU6ysTVwJ7Ap4GN09swYHfgqvKGJkmSJFVeqV0mPgd8Osb4SF7Z+BDCt4Gx5QtLkiRJqo5SW4gXAO82UP4esLD14UiSJEnVVWpCfD7w+xDClrmC9PGv09ckSZKkDqXULhMnATsDM0II09Ky/sAKYLMQwohcxRjj4DLEJ0mSJFVUqQnxvelNkiRJ6hRKvVLdjysViCRJktQWWnRhDoAQQjfgGJKh18bHGKeXLSpJkiSpSopKiEMI5wEbxRjPSZ93BR4E9kurvBdCODTG+HRlwpQkSZIqo9hRJr4ITMx7fizJBToOA7YFngB+Wt7QJEmSpMorNiHuD7yQ93wY8M8Y4/gY41tAFtinzLFJkiRJFVdsQtwV+CDv+ceBh/OevwlsVq6gJEmSpGopNiF+HfgUQAihH/ARkj7EOdsA88sbmiRJklR5xY4ycSVwSQjhEyStw0/FGPO7UAwFnitzbJIkSVLFFZUQxxgvDyEE4EiSk+vOK6iyIzC6zLFJkiRJFVf0OMQxxsuAyxp57Vtli0iSJEmqomL7EEuSJEmdkgmxJEmSapoJsSRJkmqaCbEkSZJqWosT4hBC9xBC93IGI0mSJFVbyQlxCOHkEML/gKXA0hDCqyGEU8ofmiRJklR5RQ+7BhBC+CVwBnAR8FhavD9wYQhh2xjjuWWOT5IkSaqokhJi4GTgWzHGv+eV3R1CeBH4M2BCLEmSpA6l1C4T65Fcqa7QM5SeXEuSJEltrtSE+Ebg2w2UfxO4qfXhSJIkSdVVaqtuHfDtEMKnWdOH+OPADsC1IYTf5CrGGH9YnhAlSZKkyik1Id4PeCl9vEd6vywt+3hevdjKuCRJkqSqKCkhjjHuX6lAJEmSpLbgleokSZJU05ptIQ4h/AMYGWN8L33cqBjjV8oWmSRJklQFxXSZWMWaPsGrsX+wJEmSOpFmE+IY43F5T4+PMa6uYDySJElSVRXdhziEsB6wIoSwWwXjkSRJkqqq6IQ4xrgSmAF0rVw4kiRJUnWVOsrEBcAvQwg9KxGMJEmSVG2lXpjj28AuwOwQwhvAkvwXY4yDyxWYJEmSVA2lJsT3pjdJkiSpUygqIQ4hfAp4NMb44wrHI0mSJFVVsX2I7wd6VzIQSZIkqS0UmxCHikYhSZIktZFSRpnwCnWSJEnqdEo5qe6SEMKypirEGE9qZTySJElSVZWSEG8GfFCpQCRJkqS2UEpC/PUY4zsVi0SSJElqA8X2Ibb/sCRJkjolR5mQJElSTSs2If4G8G4lA5EkSZLaQlF9iGOMoysdiCRJktQWShmHWJIkSep0TIglSZJU00yIJUmSVNNMiCVJklTTSrkwByGE3sCvgEOALSlIqGOMHypfaJIkSVLllZQQA/8P2Au4CngLL9ghSZKkDq7UhPgQ4LAY4xOVCEaSJEmqtlL7EL8DLK5EIJIkSVJbKDUhPhf4eQhh40oEI0mSJFVbqV0mfgr0B94JIUwH6vJfjDEOKlNckiRJUlWUmhDfWpEoJEmSpDZSUkIcY8xWKhBJkiSpLXhhDkmSJNW0khLiEEL3EEI2hPC/EMLyEMKq/FulgpQkSZIqpdQW4l8AJwK/B1YDZwOXAvOBU8sbmiRJklR5pSbEXwFOjjFeCawC/hVjPB3IAIeVOzhJkiSp0kpNiLcCXkofLwZ6pY//C3y6XEFJkiRJ1VJqQjwD6Js+fg0Ylj7eH1hWrqAkSZKkaik1If4ncEj6+GIgG0J4A7gOuKaMcUmSJElVUeo4xD/Oe3xrCOFN4BPA/2KM/y53cJIkSVKllXqlurXEGB8HHi9TLJIkSVLVNZsQhxC+ANwZY6xLHzcqxnh72SKTJEmSqqCYFuJbgT7AO+njxkSgazmCkiRJkqql2YQ4xtiloceSJElSZ2CCK0mSpJpWTB/i4cVOLMb419aFI0mSJFVXMX2ILy143h3oBqxOn3cB6oAPABNiSZIkdSjNdpmIMW6SuwFfBZ4HPgn0SG+fBJ4Djq9koJIkSVIllNqH+HfA6THGR2KMK9PbI8CZwO/LH54kSZJUWaUmxP2BJQ2ULwX6tToaSZIkqcpKTYifAC4JIWyTK0gf/xGvWCdJkqQOqNSE+JvAZsC0EMK0EMI0YBqwJfCt8oYmSZIkVV4xo0zUizG+HkIYBBwG7AIE4CXg3hhjrEB8kiRJUkWVlBADpInvuPQmSZIkdWglX6kuhHBqCOHFEMLSEMKOadk5IYSvlD88SZIkqbJKSohDCGcCPwWuIukukTMLOK2McUmSJElVUWoL8cnAt2KMFwMr88qfAT5atqgkSZKkKik1Id4eeKGB8jpgg9aHI0mSJFVXqQnxVGDvBso/SzLahCRJktShlDrKxO+AP4cQNiTpQ7x/COEE4IfASeUOTpIkSaq0Usch/ksIYT3gfGBD4HqSE+pOjzHeXIH4JEmSpIpqyTjEVwNXhxA2B7rEGN8pf1iSJElSdZScEOfEGOeVMxBJkiSpLRSVEIcQ7iimXozx860LR5IkSaquYluIjwCmAxMqF4okSZJUfcUmxL8Dvg58CvgLcF2M8c2KRSVJkiRVSVHjEMcYfwhsB3wP2Ad4NYTwnxDCl0II3SoZoCRJklRJRV+YI8a4KsZ4R4zxaGAH4H7gl8CsEMLGlQpQkiRJqqRSr1SXsxHQC9gYWAzEskUkSZIkVVHRCXEIYYMQwokhhAeBycD2wIkxxh1jjEsqFqEkSZJUQcUOu3YVcCzwKvD/gM/HGBdVMjBJkiSpGoodZWIkMAOYDRwOHB5CWKeS4xBLkiSpoyk2If4r9hOWJElSJ1RUQhxjHFHhOCRJkqQ20dJRJiRJkqROwYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1zYRYkiRJNc2EWJIkSTXNhFiSJEk1LcQYqzezEOYC04usvjkwrwJhVGK6HSnWSk3XWDvWdI21Y03XWDvWdI21Y03XWDvWdEuZ5vYxxi2KqVjVhLgUIYSnY4z7dITpdqRYKzVdY+1Y0zXWjjVdY+1Y0zXWjjVdY+1Y061UrHaZkCRJUk0zIZYkSVJNa88J8VUdaLodKdZKTddYO9Z0jbVjTddYO9Z0jbVjTddYO9Z0KxJru+1DLEmSJFVDe24hliRJkiquQybEIYT+IYSY3kaUaZrXpdObFkIYkDf9r+fVGZpXPrQc8y0irgnp/CYUWX9aLsZm6o0qpl4ltSaG9hC/JEnqHJpNiPMSshhCmBJCCHmvbRRCWJj3+nXNTGtaXt3Gbvek96tCCJvmvfeWvARoy7zJjswlsqV//LV8Kb3fHng1r/z6vPmOauU8ipK/zIEhafGQwh2AEEK3EMI5IYSXQghLQgjvAX3Tl5e0YL65dTCqkdfXmV8I4fUQwr9CCINLnZ8kSVJ7UGoL8c7AsLznw4FeJbz/WeCJ9DYrr/y5vPKn8mI7MK/OJ/Me75f3eKf0/qES4mjI/PR+BTAnr3x6Xmw3tHIexcrtdKwA3k8fv5/GMDev3m+AC4CBwFsksebW6ZsViKtwftNIBsj+PLBrQ28IIayXvxMlSZLU3pSSENel96fnlZ2W3q/MrxhC2CCE8KsQwmshhBUhhAUhhDuBX8QYPx5j/DjwdN5bLiNJ/vYAvp5Xflw6vdOArfLKP533OHcFkuNCCEtDCItDCCvTls7VaQv2qyGEeWmrc0zL/pPWnRNCeAfol04nAvfnTX974H8kyehleeXjQgjvhhA+CCG8EUK4IYSwKK91u75rRQjh0YJW8JUhhPlpS2uu7FtpvVWsSf5XA93TxxuQJMo7hxDuTluPz8yLZwAwkTWJ8M7pdAem9evyYwB+kLe+zi7oepDJW371n4e11/2jwO7Ah4CTgb/kTX95er8sXa89Qwi/yHt9QQjhYuAbeTF8Nz2CsCxdP/PTmBeGEMaFEP6RLt+FIYQ6IJMXCyGEHfOm/27ee8fmWq9DCJumLdsxhHByI+/N3+GTJEm1IMbY5A2YQJIkTgSmkCRpHwEOTcvHkVxCLwLXpe+5J30egZeB99LHS4E90zpj8uqsIEk6l+aVReBFkqRrVUF54fMIvFHwfHXB8yXAKw28b2bB87o0nvyyFen7C99bzO3UBmKZDbxOsiORK0b3IgsAAAciSURBVPsgnXdj01mWvn4vSdLbUJ1VDcT+2/S9TcW4d0GduoLPuzpv+rmyOXmPL8hbxvn1l6b1egGPFKyrdwqmt4zkO5B7/h7JkYPlDazntT5P+n36YV7ZKwXvfQ/ok9a7Ji17Ku87nnvvLKBrc78Jb968efPmzVvnupXSQhyBP5O0Up7GmtbCS/IrhRAOIkmWAc6OMQ4k6dawiKSV87wGpj06xrgT8NWC8p2Bc1i7JXsm67ZszwP2Iknecw4FHst73iMtm5JXdhFJcppvFvBkQdlyYDBpi3VqAUkrab4bSZL4fKeSLLNleWVXxhg/TNLVIOclYL308eusq0f6+q+AKxp4HZLl0q2gbDhrltfq9P76/AoxxmeAn+QVXUDSF3lF+jzX5eH9vDr5LfYj0vupBfWfBLYmSbDz+xjvCOxAshOQs3/6Hbgnfb40xrgnkH95xmfS9x7Mur6Y3v8+xrhz+t7d0rJNgM+ljy9N7/cJIQwqeO/1McZVDUxbkiR1YqX2Ib4OeBf4JkmC8Tpwd0GdffMe/w0gxjiHNd0QGrr+9D/T+5cKyruydiIFSb/VQpsDC4GheWXjgf3znnchaaVcL6/sNpL+sLD2SWgvFEz/PpL+ucfnlfUGPlFQ72vARwvKPpzeT8gr+14I4V7WTrAn5T1+h3WtIknW32ZN947mLCU5ATHX7SK3vk9ooO5f8h7/iGR5di+oswj4AsnOQL4+6f1r6X0u8SbGGEmWwXr5ZTHGJazpt02M8bn0Ya7Lx1YhhNXA5Lz5vJ6+9zGSPswAhBC2Y8337hNpl4zVrH1yZN90Ps+yZkfppIL3jkaSJNWckhLiGONi/n979xMaZxHGcfw7xj/VhkAaodZeiiKtnoqKKEWkFxHFioI9tIJ/EKGgFC+FgmAF6UkPWiqCf6BQKFhFoYqCUBCEgloUK1ShYCuihgajJS3GJPt4eGb6zjv7Jms2CV2yv89l3z8zs/Nucnhm9plZD5xWxrr7zaw1V5X/2fS5+DrdcG9VcX66ocwZ2oPIyay9aXwx2gV8hjF5EBiMx/kMbrkI7C9gXyyfTOEz07lRfFFgPsu4Ir6+kF07C2ykni99jnZ/UD2XAWuBL4Cni3J54Je/96GGNqeoP2uSf/ZXzNKfATP7ENjZcM/wwRJUM8sDDeVmFUIYpD5I+JZ6QJz/v+YDiG3432wGHwRdTbWA82Lfs+OUC/5YVvcrMzs5n/6KiIjI8tDNPsT78BnACeDdhvtfZ8fbAUII1wGb47Vv2mrMbbg4P0N7oP0s9YB4DA84U/rCb3j6xgY8dzl5PjseyY6bdky4szj/k/puFAAnzOwO4L3i+jHgoez8IPBwUebn7DgtFDSqAUGatb6W9oA9TwPJA7/9tNtIkTIRrS/OVzSUWRNTYt6nWmSZXMiO0yBpXQhhgCpPG4DgrqF9sLM+f18zuw14Lrt/S1Y3H9ikNJz07E/Fuvmiw9xhfFAyktXV7LCIiEif6vjTzcF/EOIe4LiZ3R6vDQMtM/s7no/hwcUBM3sihPA5VR7xj/jX1UN4Lu5dZvZdCOEjqiDxbjP7MoSwjnpg2OQs7UFhWgRWbgE3Qz1A/AFPaZhrG7DpeD+vdwCfddyaXWvhM8dlUPcLPgObB5g/4btApDZ/x2fZh7Iym/EFcGVKiVHNfg7gn2FTsNrGzEII4SSwoaG9stwwPpDIB0ktmgdNTdffwlMsHsdTIdIA43v8WW/I3vd0vHbx75j1YZQqD/oEnvKR5yunukPAVdn19I3ASvzzP1XUfcnM9qTCIYS9wO6s7hozG294VhEREVnmuvqlOjMbT8HwLLYAe/FFVjfiAdTHwKYsV7STfMY3/zp/MraVjONB8mC8NxPLT1AFYGkXg5vwgPXtov1PYnli/Q8a+rOT+iK688CnRZlRPAi7Hg9ckyng1ex8dbx2vKj/CPAZ1WzqNNVMrOE7TNxLfQb6X+rKRWEvtz9KbRbfG/dgcBf1md88FeMoPgCYodrxIjlFfSZ3Al9sOYbnOx/Fv1lIhvGZ+tpeybEP5bPlaSqTWd3Xikc4AjyK56Ff1lC39CbVZ3VEwbCIiEj/6jhDvFyFEF7Hg7jDZra1U/ku2n8D2AEcMrNtncovlRDCrXjg/Q+w1szKBXFdlQ8hXImnoowAD5hZubhyyS2kD73QfxEREekNl3cusryEEJ7Bd8i4H591fWWR298B3Bfbby12+/Pox814fmz6kY935gqG51M+hHAQz7MewdNQypnyJbeQPvRC/0VERKR39F1AjG+VtgXfwmyPmZV7Di/Uptj+r8CLcY/fS2E1vmPDeTwNYdcilt+Op0wcA560S/M1w0L60Av9FxERkR7RtykTIiIiIiLQ5aI6EREREZHlQgGxiIiIiPQ1BcQiIiIi0tcUEIuIiIhIX1NALCIiIiJ9TQGxiIiIiPS1/wCceHNb43ITbgAAAABJRU5ErkJggg==%0A" width="640" /></div><h4 style="text-align: left;">Distribution based on weekdays and weekends on short and long trips</h4><div><img height="478" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA8EAAALOCAYAAACJaRFhAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAIABJREFUeJzs3Xm8HGWV8PHfAYIoisgqAjGKIIsIakQcRAM4LuC+gfiyiYPMiKMOLnGbSo06b8SVGXnFzCCJKyDogEFRhkUEFVmMLAbZDIgsieyILCHn/eOpNs3l7tV3Se7v+/n0p7u20+d29+2nT9VTT0VmIkmSJEnSVLDGRCcgSZIkSdJ4sQiWJEmSJE0ZFsGSJEmSpCnDIliSJEmSNGVYBEuSJEmSpgyLYEmSJEnSlLHWRCcgTbSI+mDg+GbyGZnVkhFsey7wMuBnmdWsXuc2WUXUzwKuaSYPyKy+FVG/C/ivZt6WmdVNE5OdJGlVsaq3wRH1y4Ezm8ndM6vzJyKP4Yiozwd2A87KrF4+0fmMp/7ep4j608DHgUcyK2uiKcY3XBMiov4w8FlgBbBRZnVnM/97wFua1TbPrG5u5s8HDgJuyKxmjHvCk1xEfROweT+LFmRWB4/BUz4AXNg8XjYG8SVJY8Q2ePXV307qicynPxH1WsDDAyyuM6s5Y/C0d7Pyd8s9YxBfqxiLYE2U85r7NYCXAD9spnfvWuelwAldjwF+PvaprdJ+B9zbNX3dWDxJc5R317GIPR4i6rUzq4cmOo+OiHpaZjXQDwJJ6jXbYE0WvwG62+Mx6UWWWV3EKvy7Rb1nEayJcjHwF2BdSuP6w4h6G2BTYCmwCaUxPiGi3hx4RrNdp+GmWf/fgD2B9YEbgHnAFzKrFc06AfwTcBiwDeWL9mfA7MzqdwMlF1EfBXwIeBB4S2a1MKLeAvha83xLgc8MsO3ngL0pR2bXpRwpPbN5zlsi6lcCZzSrb59ZLW62eydwHOUo62aZ1V1DvIb9efdIumJF1N8C3kEplj/V3NYHFlD+/jmU1+4B4JjM6jPNdsPe0xxRvwqYDbyA8p3zW+BTmdXpXescCRwKPB14BLgR+FVm9a5B4q4JHAkcDGxFea9+DXw6szq3Wae7+9O7gAOBFwEfBL7ST8y/dY0CXgt8GdgCOA34B+DdzbZrAd8GPphZLW+2fQLwSeBtwJbAfZQfjFVmtahZp7vL+FuBjwLPBd4ILIyoXwT8K/B3wBOA31M+zwsGeh0kaRRsg4tet8HdeQz5fR5RHwh8gNKGrQn8CbgE+IfM6r6IelvKEftdKa/x7cCVwFGZ1Zn00aeNAfhmRP1N+un+HFG/m9IGbQCc2zznbc2yg4H3UN73J1N2rl8IfDKzurhZp7t9PRDYD9gDuI1yNHf+MF+q143k9KnuLt3ATylt8pqU9vqLwNHAvpTXqs6sju8n30G7rUfU7wDeB+zQzPoV8InM6pfN8rUon/19gadRPjNLgB9lVh8f7t+iieXAWJoQTeHwq2bypX3u/5PSUHamX9a16c/hb0XYhZQvoGnAYuCZwFGUL8CO/6AUO88F/gD8lVLc/CKifmZ/uUXUc1jZ+L4xs1rYLDqF0rA+jvLj4UvAzH5CvJrS+P4RuBZ4KqWBOLVZ/lNWFpDv7Nqu0wXt1BaN76kR9QMR9e8j6rkR9ZOGud2WwDGU7klPAo6gNMSHU/7WzYBPR9R7jCSZiHo/4EeU9/BOSgP/IsoPrjc067wR+DywHaURuYnS8P6fIcIfR/lxsB2laH4Y2As4K6J+RT/r/z9ge8rnIIeIvQZwUrPeEyiN+4WURu9+YCNKA3lA8zcEsJBS7D+DslNhLeB1wAUR9Y79PMe3KT84bwAyot6d8vnem/LZuw7YEZgfUb9viHwladhsg8esDe78DUN+n0fUz6fscN6ZUjheR2kT9gOe2IQ6kdKOTAOuoHRffzllp3J/lgKLuqavo7xPfXc4/B3l9XuI0ua/lvLedewKPIeVRfe6wKso7evG/TzvcZT2dTkwA/jviHrrAXLsa1FEfX9EfWVE/eGIeu1hbvcS4GOUAnQDSvv8a8rrdT9lp/p/jSAPACLqjwDfAl4I3AzcQdnxcm5EvUuz2nspOxCeDlxN2dGyHfDmkTyXJpZFsCZSZ4/y8yPqJ7Kywf0JpQDbIaLeoGv+0szqqubxxyh7Ra8GpmdWO1EaOYB/iqi3jKhnUPZkQjlCuj3lC+tKyp7Nj/aT05FARWmoX5dZ/RigKf46X34faGK9gNIY97U/sEFmtWNmtR1lDzjACyPqrTKrBL7azDswol4ron4ypYADmN9PzOG4h1JA3kPZ4/4R4MdNgTaUtZvn35rypQ/wLMoPl+1Z2VVpr8duOqijgAC+ATw9s3oW5e8L4P8262zT3P8ks9qheW3XB/orZIG/HYE4qJk8OrPamlJ8Xk/5XvtUP5v9HNiieU+OHSLvAN6VWW3LynOItqc0hNuwsrtW5/V4OWUPOMC/NM+xLeW9eALwiX6e40TKZ/dZlKMSn6H80DmnyXN7ypF4gHoEPwwkaThsg3vbBncbzvd5pzhbDDw7s3ou8BTgxZTzV+laZ5/M6gWZ1RbAdOD7/T1pZnUapZdRx5zMatfM6p/7rLo2sEtmtQ0ru8J3t+9foryGz86sdgZ2auavRyns+/o+ZSfIrGZ6TR6982Qgd1Da0wcpbexnWTlI2lCC8htlB1aeX7wh5TXrfGaHm0cJWP4PqmbyU81vi6cDZ1Nes7pZ1vndclxmtVPzOj6FR+9U0SRnEayJ1GmA16Lsldyd0oX00mZZUPb0db7Aus9FelFzvw1wT0SdlD13UD7Xu1D24nUKwK816zzAyu4t/Z0bckRzf0Bm9dOu+d1H8k4CaH4MXNZPjJ2AiyLq+5rn7O6a9LTm/njKnspNgNdQ9lyuDdzCyu46I/FGSoO1E2UP+Heb+bux8rUazLLM6sKmC9sfm3m/zaxuzKzuBf7czNt0uAlF1JtRjjBD+XG0onk9Dm7mbdv88PgJpQF7ZUS9LKK+gNKtabBzdrv3/n8HILO6B+h0sX5+P8X/sZnVg826jwzjT+j8MFjS3Hdeo053bVj5erywn3xupnT765tvx390ugw2MTvv0x7Aw81rNaeZ92TKXmZJ6hXb4N61wX0N5/v858BdzeM7IupfU7qTr5dZ/bVZt3MU/GcR9VUR9f8Ab6L0qmpjUWZ1RfO4c5S4u31/CqXH1p0R9QpKod7xNB7rW83Ohe4jzoP9Xui0eRs1RfYWrGwv929+Pwyl+zfKHc288zKruyk7xIeTR187Ao9vHn+yed8eoewAh5Wf2c77clhEfXOUUco/RXk/tYqwCNZE+hUrC539KV1oftEUBJ3G+c2UI2rw6Aa407DeTjlS1/f21651oJyH2neda3is+5r7I5tzPIfyqEIron4JpXvT8ymN/UU8uvFYE6DpatUpVA9lZReabw6zQHuUzOqiznbNAEsndS2ePowQ3SMlLu9nXqf78HCOKnd0r3s9/b9Pazfny+5A+YFwPqWB/Sfg5xH184bxPEN1be64dZjrQblcwv3N45G+Hm3z+RP9v1bDjStJw2EbXLRugwcx4Pd5s6N0B8ppND+ldEs+FPhJRP3aZvv9m9vxlC63r6LsJP5Gy7y6i7VOGxcAEfV6lN5JewHrUAauurBr/TUHibe8a96Avxcyq8ysft0UzmRWfwH+p2uVLfvf8lEG+93S3V6O9nfLYh77vl3Z5Hs6pSfC/6XsNNqG0ovhVxF1fzsJNAlZBGvCZFadBgrK4EywsuE9n7L3bf+uTc7revzr5v4vwGub7j67UrrQfjWz+lETu/NF+N3OOs1676Gch9rXAZQv0RcDP+jqgnpF1zpvBYion82j905D2bPZ+RLdMbPahYEbq2Oa+1dTGjYojTdN/GdF1NncBjw/NqLeMaI+pJNrM2DDW7pWWTLQtmOpaeA73YZ/C7yk6/XfF/j3zGpZ07X5kcyqzqzeSOkS9QDl6MRL+4tNGdSl4x3wt4Z7n2bepZ3GdZxc1PW4k8/TWHkE5eLHbDFwjJuAPbteq9cBX8qs+jviIUmjYhvcmzZ4AEN+nzcDjm2QWX02s3obpe27odmuc+TxpcApmdW7M6vdKd2Fu5f35/6ux+uOMG8oR6af3Dw+MLN6AWXwqZ6JqGdF1G+KqNdoph9PeW2gfGZuGHDjsXUZ5fcHlB4BL+567w6hOZofUe8E3JJZfSyzeg2l1x2UHRkvRKsEi2BNtO7uWH+bbrq2XtY1/x5KIdXx75RzZqYDN0TUv4mor6fslZ7fxPgDK8/9nBtR3xBR/zaivoNSlPR3zukiSlejh5rl326+pM9hZSHz5Yj6Ssrev757jLsLlcsj6sWUAT4eI7P6DfBLyl7VxwEX5SCjZQ5iU+DrwN0R9eWUPc+dHzRnZla/HnDLsTe7uX8jcGtEfWlEfTOlMO+co7QncF1E/aeI+lLKQB7rNMv6Lfwyq6tZ+WPlfRH1NZSjzc+kDBzyyV7/IUP4X8pnBOCLEfXvgKso50/dzwCjmPbxccre7BcBtzSf6T9SuucNZ3tJGinb4PZtcH+G832+Y5Pj0oh6EaUNe3qfv+M7wJ1NV+hFlHOxu5f351ZWHpn9XER9YUT9TyPI/VpWFtLzI+rLgJNHsP1wPIsy0Nk9EfVvKb9bOuNq/Hc2o1SPt8zqPlaOKfLPwJ+a924ppav3fs2ytwM3RdQ3RtSXsHKnx3IeOwiZJimLYE20n3U9foCVe5f7Lrugc/4k/K0IehHlGob3UroUPY4yzP/7u7Y7gvJF9lvKuT/PoDRCX6V8AT9GZnUWZdClpBxR/VpzVPFNlC5CD1H2kn6ClaNrdrY9kzIg1c2U80quAv5xkL//mK7HfS+Ds0Fzv4KmC84ArqR0j7qa0oXoCZQG8sPA6wfZbsxlVt+mHJ09h3K+1faUbnInUi5lAGUAlh9QXtftKHuuLwUOyazO6Ruzy6GU13ox5YfY2pTBK17e51yyMdd8Pl4DzKUU+FtTGsMfArsN5yhuZvUzyl7/0yk/7LanvPcLKZfZkKResw1eabRtcH9/w3C+z6+ldMm+m9JmbNw8z4eyuawPZdTlKylXJNiOMor0N3n0Efq+z72Cckm/6yi/B3ZheKdFdba/nXKpv8WUHQQP0PvfEudRLnf1R8rO66Ds5DiMwd+vMZdZ/TtlHJMLKZ+zbShXt5hPOeAA5XN+BiXv51DqqQsoo5n3181fk1BkepqZNFGaSyRcQmlkNs+s7uha9iHK6MpfyazeO0EpSpK0WrINlqautYZeRVKvRdTbUbrs7t7MOq678W28jLI32wuvS5LUI7bBkiZFERwRSyjdaR4BlmfmzIjYgNJlcgale+HbMvPOiDgYmJmZR0TEGpQR8x4BDk0Pa2vVsSnlnJK/UEZy/nDfFZrBFiRJUm/ZBktT3KToDt0UwTMz889d844C7sjMuRExG3hKZn6kUwQD76WcT/BE4P9k5orHRpYkSZIkaaXJPDDW61k5SMEC4A19lh8NbAgcaAEsSZIkSRqOSdEdmjIC4E8jIoGvZeY8YNPMvAUgM2+JiE261t+fMmrdrMxc/thwRUQcRhlpjnXXXfcF22677UCrSpI0bJdccsmfM3Pjic5jVbfRRhvljBkzJjoNSdJqYCRt82QpgnfLzJubQvfMiLhqiPUvBbalDPt+wUArNcX0PICZM2fmxRdfPNCqkiQNW0TcMNE5rA5mzJiBbbMkqRdG0jZPiu7QmXlzc7+Ucr3QXYDbImIzgOZ+adcmV1GuYXZiROwwzulKkiRJklZRE14ER8S6EfGkzmPgFcAVwGmUi6XT3J/avV1m/gI4HDg9IoZ9EXBJkiRJ0tQ1GbpDbwr8ICKg5POdzDwjIi4CToqIQ4Ebgbf23TAzF0bExsAZEbF7Zt4+nolLkiRJklYtE14EZ+b1wE79zL8d2Kuf+fOB+V3Tx1OuFSxJkiRJ0qAmvDu0JEmSJEnjxSJYkiRJkjRlWARLkiRJkqYMi2BJkiRJ0pRhESxJkiRJmjIsgiVJkiRJU4ZFsCRJkiRpypjw6wRLkqTJJSLWAc4DHkf5rXByZlYRMR94GXB3s+rBmbkoIg4GZmbmERGxBnA88AhwaGbmuP8BkrQKOuvsrYZcZ689rxuHTFZ/FsGSJKmvB4E9M/O+iJgGnB8RP26WfSgzT+5vo4gI4FhgGnCIBbAkaTKyCJYkSY/SFK/3NZPTmttwCtqjgQ2BfTNzxRilJ0lSK54TLEmSHiMi1oyIRcBS4MzMvLBZ9JmIuCwivhQRj+vaZH/gBcB+mbl8kLiHRcTFEXHxsmXLxu4PkCRpABbBkiTpMTLzkczcGdgC2CUingN8FNgWeCGwAfCRrk0uBZ4O7DJE3HmZOTMzZ2688cZjk7wkSYOwCJYkSQPKzLuAc4FXZeYtWTxIGfyqu+C9CngbcGJE7DD+mUqSNDwWwZIk6VEiYuOIWL95/Hjg5cBVEbFZMy+ANwBXdG+Xmb8ADgdOj4jp45u1JEnD48BYkiSpr82ABRGxJmWH+UmZuTAizo6IjYEAFlEK3kdp1tsYOCMids/M28c1c0mShmARLEmSHiUzLwOe18/8PQdYfz4wv2v6eEp3aUmSJh27Q0uSJEmSpgyLYEmSJEnSlGERLEmSJEmaMiyCJUmSJElThkWwJEmSJGnKsAiWJEmSJE0ZFsGSJEmSpCnDIliSJEmSNGVYBEuSJEmSpgyLYEmSJEnSlGERLEmSJEmaMiyCJUmSJElThkWwJEmSJGnKsAiWJEmSJE0Za7XZOKKeBewBPBtYH7gLuBo4Bzg3s8q2CUqSJEmS1CsjLoIj6scB7wWOALbsXgR0it6PAzdF1P8J/Gdm9WDbRCVJkiRJA3vqOYsGXX7rHjuPUyaT22iOBF8NbEEpeh8BrgRuAO4B1gOeDuxAKZA/SymYn96LZCVJkiRJamM0RfAWwGnAt4AfZ1b3910hon4CsDdwAPCaVhlKkiRJktQjoymCt8usrh5shaYwPhk4OaLeZlSZSZIkSZLUYyMugocqgNuuL0mSJEmrkjlz5vRkHY2PtqNDPx/YFvg5cAvwOWBP4LfAEZnVPa0zlCRJkiSpR1oVwcC/Aa8GtgYOBt7XzH8OZaCsI1rGlyRJkiSpZ9Zouf1zgdsyq+uBvweWA1+nXCppn5axJUmSJEnqqbZF8CbAzc3j7YGLM6t3Ab8DntoytiRJkiRJPdW2CL4X2Dyi3hzYilL8duI+5tJJkiRJkiRNpLZF8CLK0eAbgccBF0TUawBbAje0jC1JkiRJUk+1LYI/BtwBBPAr4DvALOBJwC9bxpYkSZIkqadajQ6dWV0UUW8CPCWzuqOZfXZEPS2zeqR9epIkSZIk9U7bSySRWWVEvWNE/Zxm1hWZ1c/axpUkSRMjItYBzqOc6rQWcHJmVhHxDOAEYAPgUuCAzHwoIuYA92Xm55ttfwicn5n1xPwFkiQNrFUR3AyIdTKwS5/5FwFvzqz+1Ca+JEmaEA8Ce2bmfRExDTg/In4M/Avwpcw8ISKOBQ4FvtrZKCLWBk4BLrEAliRNVm3PCf4a8CLKOcHdtxc2y4YtItaMiN9ExMJm+hkRcWFEXBMRJzYNKxExJyI+2DxeJyLOjIiq5d8hSZIaWdzXTE5rbgnsSdn5DbAAeEPXZmtRjhJfk5mzxytXSZJGqm0RvCewAvgA8DRgc+D9XctG4n3A4q7pz1L2Nm8N3EnZ2/w37m2WJGnsNDunFwFLgTOB64C7MnN5s8pNlHa/48PA8sx8P4OIiMMi4uKIuHjZsmVjkbokSYNqWwT/Gbgqszo6s7o1s7ols/oPSjF723CDRMQWwD7AfzfTgXubJUmaMJn5SGbuDGxBOe1pu/5W63p8PvDiiNhmiLjzMnNmZs7ceOONe5ewJEnD1LYIPgqYEVFv3ZkRUW8DzAA+M4I4X6bsQV7RTG+Ie5slSZpwmXkXcC6wK7B+RHTGE9kCuLlr1fMovcF+HBFPG9ckJUkagbajQ78ZWBO4IqK+rJn3XMqAGvtH1Ps38zKz2qu/ABHxGmBpZl4SEbM6s/tZtd+9zZl59UDJZeY8YB7AzJkzc6D1JEnSShGxMfBwZt4VEY8HXk45Tekc4C2U3lgHAad2b5eZpzTbnhERL20KaEmSJpW2RfDLKMVpAC/omj+tWUazbLACdDfgdRGxN7AOsB7lyPD6EbFWczS4v73NCyh7m3fPzJv7BpUkSaO2GbAgItak9Bo7KTMXRsTvgBMi4tPAb4Dj+m6YmcdGxFOB0yLiFZn5wLhmLknSENoWwecxeIE7pMz8KPBRgOZI8Acz8x0R8T3c2yxJ0rjLzMuA5/Uz/3r6XBaxmT+nn+k5fdeTJGkyaFUEZ1azepRHfz6Ce5slSZIkST3U9khwT2XmuZTBN9zbLEmSJEnquREXwRH1I8CvMqvdIuoVDNwdOjOrSVVkS5IkSZKmttEUqcGjR2/ubyRnSZIkSZImndEUwTXwx67HkiRJkiStEkZcBGdWNUBEPY0yYFUCp2dWK3qcmyRJkiRJPbXGaDfMrB4Gvgd8zgJYkiRJkrQqGHUR3LgcWLcXiUiSJEmSNNbajt48F/hWRP0N4CvArd0LM6sbW8aXJEmSJKln2hbBJ1HOCX5Hc+uWPYgvSZIkSVLP9KJI9RJJkiRJkqRVQtsi+JCeZCFJkiRJ0jhoWwSfAzyYWd3Wi2QkSZIkSRpLbUeHXgJ8v+/MiPrHEbWFsSRJkiRpUhmrc4KfBmzUg9iSJEmSpHEyY/bpgy5fMnefccpk7IyqCI6oz+6a3L7P9LrAjsC9bRKTJEmSJKnXRnskeBblEkgA6zXTff1qlLElSZIkSRoToy2Cz6MUwS8D7gF+07XsfuAq4PPtUpMkSZIkqbdGVQRnVrMAIuoVwO8yqz16mZQkSZIkSWOh1cBYmVXb0aUlSZIkacLcNPvnQ66zxdzdxyETjReLWEmSJEnSlGERLEmSJEmaMiyCJUmSJElTxoiL4Ih6vYj6CWORjCRJkiRJY2k0R4LvAs4EiKivj6hP7m1KkiRJkiSNjdGODr1ecz8DuLU3qUiSJEmSNLZGUwQvBbaPqDvF7/Mi6uv7WS8zq61Gn5okSZIkSb01mu7QpwMBbAIk8DjKEeH+bpIkaRUTEVtGxDkRsTgiroyI9zXz50TEnyJiUXPbu5k/KyIWdm3/6Yj4SUQ8bqL+BkmSBjKaI8H/CFwG7AC8C1gG/KiXSUmSpAm1HDgyMy+NiCcBl0TEmc2yL2Xm5wfaMCI+DuwG7J2ZD45DrpIkjciIi+DM6iHgaICI+hXAJZnVIb1OTJIkTYzMvAW4pXl8b0QsBjYfaruIOBLYG3hlZv51bLOUJGl0RjswFgCZ1QyAiHp9YKdm9m8zq7ta5iVJkiaBiJgBPA+4kHKE94iIOBC4mHK0+M5m1d2AZwMvyMz7JiBVSZKGZTTnBD9KRP0ZygjRZze3WyPqT7eNK0mSJlZEPBE4BXh/Zt4DfBXYCtiZcqT4C12rX0sZM+QVQ8Q8LCIujoiLly1bNjaJS5I0iFZHgiPqw4GP9pm9NvDRiPrGzGpem/iSJGliRMQ0SgH87cz8PkBm3ta1/L+AhV2b3Aa8AzgrIm7PzHP6i5uZ84B5ADNnzswxSl+SNIFmzD590OVL5u4zTpn0r+2R4MMpI0SfALy+uZ1A2RP8jy1jS5KkCRARARwHLM7ML3bN36xrtTcCV3Rvl5lXA28CvhURO49HrpIkjVSrI8GUc3+WZFb7d837YUS9a7NMkiStenYDDgAuj4hFzbyPAW9vitsElgDv7rthZl4UEYcAp0XEHpl53TjlLEnSsLQtgpcDT4iop2VWDwNE1GsDjwceaZucJEkaf5l5PqVXV1/9XhIxM88Fzu2a/ikwfSxykySprbZF8G8oe4vPj6h/QNkz/CZgE+CClrElSZIkSeqptkXw54GXADObG5Q9xwkc1TK2JEmSJEk91WpgrMzqNOBA4I+U4jeAG4EDM6uFg20rSZIkSdJ4a3skmMzqW8C3IuqNm2kv+idJkiRJmpRaF8EdFr+SJEmSpMmu7XWCJUmSJElaZVgES5IkSZKmDItgSZIkSdKUMepzgiPqacCrKZdDWphZZc+ykiRJkiRpDIz6SHBm9TDwPeBzFsCSJEmSpFVB2+7QlwPr9iIRSZIkSZLGWttLJM2lXCP4G8BXgFu7F2ZWNw4VICLWAc4DHtfkc3JmVhHxDOAEYAPgUuCAzHwoIuYA92Xm55ttfwicn5l1y79FkiRJkrSaa3sk+CRgGvAO4JfAH7pu1w8zxoPAnpm5E7Az8KqI2BX4LPClzNwauBM4tHujiFgbOAW4xAJYkiRJkjQcbY8EA0SbjTMzgfuayWnNLYE9gf2b+QuAOcBXm+m1KEeJr8nM2W2eX5IkSZI0ycx58hDL7x516LZF8CEttwcgItYELgGeBRwDXAfclZnLm1VuAjbv2uTDwP9m5vuHiHsYcBjA9OnTe5GqJEmSJGkV1qoIzqwW9CKJzHwE2Dki1gd+AGzX32pdj88HXhwR22Tm1YPEnQfMA5g5c6YjWEuSJEnSFNe6O3REPQP4KLArcDXwBeAVwCmZ1ZUjiZWZd0XEuU2s9SNireZo8BbAzV2rnkfpIv3jiNg9M29+bDRJkiRJkh6t1cBYEfV2lJGb3wXsSOmy/BDl/N3DhxcjNm6OABMRjwdeDiwGzgHe0qx2EHBq93aZeQrwOeCMzvaSJEmSJA2m7ejQc4H1gd91ZmRWl1JGc541zBibAedExGXARcCZmbkQ+AjwLxFxLbAhcFzfDTPzWOD7wGnN5ZIkSZIkSRpQ2+7QL6NcG/gFwANd8/8IzBhOgMy8DHheP/OvB3bpZ/6cfqbn9F1PkiRJkqS+2h4JXhu4I7N6qM/89SmXOpIkSZIkadJoWwRfA2wXUb+rmV4nov4QMB34fcvYkiRJkiT1VNsieB4QwNcolzDaiXKecNLPObySJEmSJE2kVkVwZnUMcEwzGc0N4NhmmSRJkiRJk0bbI8FkVu8Fngm8DdgX2Cqzek/buJIkSZIk9Vrb0aE7Avhrj2JJkiRJ0pC+sO9rhlwef3PRAAAgAElEQVTnyBMXjkMmWpW0KoIj6vUo5wW/hZVdoYmovwccllnd0y49SZIkSZJ6p+2R4K9SukH39VbgEeAdLeNLkiRJktQzbc8Jfj1lJOijgb8DdgO+TDkq/LqWsSVJ0gSIiC0j4pyIWBwRV0bE+5r5G0TEmRFxTXP/lGb+wRHxlebxGhGxICK+HhEx2PNIkjQR2h4Jvhf4Y2b1ga55v4yo9wbWaxlbkiRNjOXAkZl5aUQ8CbgkIs4EDgbOysy5ETEbmA18pLNRU/QeC0wDDsnMHP/UJUkaXNsjwccAm0bUG3ZmRNQbAZuy8tJJkiRpFZKZt2Tmpc3je4HFwOaUHmALmtUWAG/os+nRwIbAgZm5YpzSlSRpREZ8JDii/nr3JGVv71UR9bnNvJcBawJbtc5OkiRNqIiYATwPuBDYNDNvgVIoR8QmXavuTymWZ2Xm8kHiHQYcBjB9+vQxylqSpIGNpjv0wZTzgLutC7ypedw5/+cg4J2jS0uSJE20iHgicArw/sy8Z4hTfC8FtgV2AS4YaKXMnEe5sgQzZ860u7QkadyNpgi+kccWwZIkaTUSEdMoBfC3M/P7zezbImKz5ijwZsDSrk2uAv4VOCkiXpmZV45zypIkDcuIi+DMasYY5CFJkiaJZoCr44DFmfnFrkWnUXp6zW3uT+3eLjN/ERGHA6dHxEsz88bxylmSpOFqOzq0JEla/ewGHABcHhGLmnkfoxS/J0XEoZSeYW/tu2FmLoyIjYEzImL3zLx9vJKWJGk4WhXBEfW6lMsj7EUZEbr7ZKHMrBwcS5KkVUxmns+j2/Rue/Wz/nxgftf08cDxY5GbJElttT0S/DXg7fTfUHresCRJkiRpUmlbBO/T3J8PXI+FryRJkiRpEmtbBN8J3JpZvbQXyUiSJEmSNJbaFsGfAP47ot4PWJhZ3deDnCRJkqSeeuo5iwZdfuseO49TJpImWtsi+GzgD8C3ASLq7mWZWTn6tCRJkiRp0mhbpH4D2JaBR5CUJEmSJGnSaFsEv4QyGNZ3gCXA8rYJSZIkSZI0VtoWwb8DHp9ZHdCLZCRJkiRJGktti+DPAN+MqGcDC4F7uhdmVje2jC9JkiRJUs+0LYJPoXSH/kxz65Y9iC9JkiRJUs/0okh1UCxJktTajNmnD7p8ydx9xikTSdLqrG0RfEhPspAkSZIkaRy0KoIzqwW9SkSSJEmSpLHWqgiOqA8cbHlm9Y028SVJkqTJwi77vXXM4WcPuc57jt1zHDLRVNO2O/R8ygBY/UnAIliSJEmSNGk4MJYkSZIkacpoWwQ/o8/0k4E3AR8H9m8ZW5IkSZKknmo7MNYN/cy+LKLeA3gv8L028SVJkiRJ6qW2A2NN7zNrTWArYAfgCW1iS5IkSerHnCcPsfzu8clDWkW17Q79h0GW/b5lbEmSJEmSeqptETzQoFj3AR9sGVuSJEnSGNhxwY6DLr/8oMuHjLF42+0GXb7dVYtHlJM0XtoWwYf0mU5gKXBhZnVny9iSJEmSJPVU24GxFvQqEUmSJEmSxlrr6wRH1OsDuwCb0qd7dGb1jbbxJUmSJEnqlbajQ+8DfBt4Uj+LE7AIliRJkiRNGm2PBH8eWK8XiUiSJEmSNNbaFsFPB+4H3g78DljeOiNJkiRpNTVj9umDLl8yd59xykSautoWwRcDm2RWP+xFMpIkaeJFxNeB1wBLM/M5zbw5wD8Ay5rVPpaZP4qIWcAHM/M1zXqfBl4IvC4zHxzv3CVJGkovukN/L6I+CvgWcFf3wszqxqECRMSWlHOHnwqsAOZl5tERsQFwIjADWAK8LTPvjIiDgZmZeURErAEcDzwCHJqZ2fLvkSRJMB/4Co8d2+NLmfn5gTaKiI8DuwF7WwBLkiarNVpu/z+UQvpI4DfAH7pu1w8zxnLgyMzcDtgVeE9EbA/MBs7KzK2Bs5rpv4mIAI4FpgHvsgCWJKk3MvM84I6RbBMRRwJ7A6/NzL+OSWKSJPVA2yIYymWRBroNKTNvycxLm8f3AouBzYHXA53rEC8A3tBn06OBDYEDM3NFy79BkiQN7YiIuCwivh4RT+mavxtwOPDqzLxvgnKTJGlY2naHPqQnWTQiYgbwPOBCYNPMvAVKoRwRm3Stuj+lWJ6VmQ7GJUnS2Psq8CnKJRA/BXwBeGez7FrgKcArgJMHCxIRhwGHAUyfPn2scpUkaUCtiuDMasHQaw1PRDwROAV4f2beU3o7D+hSYFtgF+CCQWLa0EqS1AOZeVvncUT8F7Cwa/FtwDuAsyLi9sw8Z5A484B5ADNnzvRUJknSuBtxERxRPyuzunYE62+dWV0z+DoxjVIAfzszv9/Mvi0iNmuOAm8GLO3a5CrgX4GTIuKVmXllf3FtaCVJ6o1Om9xMvhG4ont5Zl4dEW8C/ici9snMReOepFZbZ5291ZDr7LXndeOQiaTVwWiOBC+OqE+jjAb948zqgb4rRNTrUAbHOADYB1h7oGDNAFfHAYsz84tdi04DDgLmNvendm+Xmb+IiMOB0yPipZk55EjUkiRpaBHxXWAWsFFE3ARUwKyI2JnSHXoJ8O6+22XmRRFxCHBaROyRmVYlkqRJZzRF8G2UPcBvAJZH1L+jNIb3Ak+iXNJo+yZ2AH8aIt5ulGL58ojo7DX+GKX4PSkiDgVuBN7ad8PMXBgRGwNnRMTumXn7KP4eSZLUJTPf3s/s4wZY91zg3K7pnwKegyRJmrRGUwQ/C/hn4D3AlsBOzS159IjQNwP/SRnFeUCZeT4DjyS9Vz/rz6dcv7AzfTzlWsGSJEmSJA1qxEVw0/35qIj685SuUrMog1StD9wNXA38DDgrs3qkZ5lKkiRJktTSqEeHzqxWAGc3N0mSpIk358lDLL97fPKQJE1aa0x0ApIkSZIkjReLYEmSJEnSlGERLEmSJEmaMiyCJUmSJElThkWwJEmSJGnKsAiWJEmSJE0ZI75EUkQ93Gv/ZmY16kswSZIkSZLUa6MpUqPnWUiSJEmSNA5GUwTXXY/XBv4ZuAk4nVIgvxqYARzdNjlJkiRJknppxEVwZvW3Ijii/jLwF+D5mdVfm3mfBP4ArN+rJCVJkiRJ6oW2A2MdAPylUwADZFb3UwrjfVvGliRJkiSpp9oOXLUGMCOi/h5wcjPvzZTu0He3jC1JkiRJUk+1LYK/DfwT8Kbm1neZJEmSJEmTRtvu0B8APg88SBkUK5rHXwD+pWVsSZIkSZJ6qtWR4MzqYeDDEXUFPKuZfW33OcKSJEmSJE0WbbtDA9AUvZf3IpYkSZIkSWOlVREcUW9C6fq8F7AJpTt0R2ZWPSmyJUmSJEnqhbZF6nHA3jy6+JUkSZIkaVJqWwS/rLn/AfA7YHnLeJIkSZIkjZm2RfAdwM2Z1Zt7kYwkSZIkSWOp7SWSjgK2jKh37EUykiRJkiSNpbZHgt/axLg0or4cuKtrWWZWe7WML0mSJElSz/TinOCkDIy1czOvM50tY0uSJEmS1FNti+DzsNiVJEmSJK0iWhXBmdWsHuUhSZIkSdKYazswliRJWg1FxNcjYmlEXNE1b4OIODMirmnun9LMPzgivtI8XiMiFjTbx0TlL0nSQFodCY6opwGfBvYDnsaji+rMrNp2t5YkSRNjPvAV4Btd82YDZ2Xm3IiY3Ux/pLOwKXqPBaYBh2Smp0xJkiadtkeCPwF8CNgSWJMyIFb3TZIkrYIy8zzgjj6zXw8saB4vAN7QZ/nRwIbAgZm5YmwzlCRpdNoWwW+nDIz1rWb6JuBHlEbz0y1jS5KkyWXTzLwFoLnfpGvZ/sALgP0yc/lAASLisIi4OCIuXrZs2dhmK0lSP9p2V54O3JRZHRhR/x9KEfxa4EZgnbbJSZI0lBmzTx90+ZK5+4xTJlPepcC2wC7ABQOtlJnzgHkAM2fOtLu0JGnctT0SvBz4c/P4IWDTzCqBh4F3towtSZIml9siYjOA5n5p17KrgLcBJ0bEDhORnCRJw9G2CF4KPLV5fAMwI6JeDMzoQWxJkjS5nAYc1Dw+CDi1e2Fm/gI4HDg9IqaPc26SJA1L2+7QlwGvi6i3BU6hjBL57GbZqQNuJUmSJrWI+C4wC9goIm4CKmAucFJEHEo59emtfbfLzIURsTFwRkTsnpm3j2PaPbHjgh0HXX75QZePUyaSpLHQtgjeH3g8cA9lpOi/AC+iFMf/3jK2JGk1N2nO553z5CGW3z0+eUwimfn2ARbt1c+68ymXVOpMHw8cPyaJSZLUUqsiOLO6H7i/a9Zn2qUjSZIkSdLYaXskmIh6G0p3qU3pc23gzOrf2saXJEmSJKlXWhXBEfWhwLEMPAiWRbAkSZIkadJoeyT4k8CavUhEkiRJkqSx1rYI3gC4FXhJZnV9D/KRJEmSJGnMtC2CTwBeByzrQS6SpGGYM2dO63XOOnurIWPsted1gy5/6jmLBl1+6x47D/kckiRJ461tEfw+4O+AayLq8ymXSurIzOrQlvElSZIkSeqZtkXwh4DtgQTe2DU/mnkWwZJWG1/Y9zVDrnPkiQsHXX7T7J8PGWOLubsPOydJkiSNTC+OBAM8TOkSvbxlPEmSJEmSxkzbIvhh4AZgh8zq/h7kI0mSJEnSmGlbBB9FuUzShsCoi+CI+DrwGmBpZj6nmbcBcCIwA1gCvC0z74yIg4GZmXlERKwBHA88AhyamTn6P0WSJEm91ovB/CSpl9oWwa8F1qEMjHUFjx0Ya69hxpkPfAX4Rte82cBZmTk3ImY30x/pLIyIAI4FpgGHWABLGswxh5895DrvOXbPcchEkiRJE6ltEfwyygBYATy/mdeZHnZRmpnnRcSMPrNfD8xqHi8AzqWrCAaOphyB3jczV4wsbUmSJEnSVNS2CD6PERS7I7RpZt4CkJm3RMQmXcv2BxYDszJzwMG4IuIw4DCA6dOnP2rZjNmnD/rkS+buM7qsJUmSJEmTVqsiOLOa1aM8RupSYFtgF+CCgVbKzHnAPICZM2faXVqSJEmSpri2R4IBiKhfDOwK3AWcAqwP3JZZPdgi7G0RsVlzFHgzYGnXsquAfwVOiohXZuaVLZ5HkiRJkjRFrNFm44h67Yj6VOB84PPAPwB/D/yBldcQHq3TgIOaxwcBp3YvzMxfAIcDp0fEdCRJkiRJGkKrIhioKSNER3MDOB14CBj2SbUR8V3gl8CzI+KmiDgUmAv8fURcQyms5/bdLjMXNjmcEREbtvlDJEmSJEmrv7bdod8OPAjsRTkaTGb1QET9R2Cb4QbJzLcPsOgxl1jKzPmUSyp1po+nXCtYkiRJkqRBtT0SvBlwVWb1iz7z/wps0DK2JEmSJEk91fZI8DJgq4h6086MiPqZlJGbb2sZW5L+ZvG22w26fLurFo9TJpI0NL+zJGnyansk+AzgicAVlOsF70C5fNFawI9bxpYkSZIkqafaFsEfB24ENqQMjPUkYD3gj0DVMrYkSZIkST3Vqjt0ZnVbRP184AhgF0oh/GvgK5nV7T3IT5IkSZKknml7TjCZ1R3Av/UgF0mSJEmSxlSrIjiifilwOLAj5ZzgK4BjM6vzepCbpNXEjgt2HHT55QddPk6ZSJIkaaobdREcUX8U+HSf2TsA+0bUH8usPtsqs1XBnCcPsfzu8clDq6UZs08fdPmSufuMUyaSJEnS6mNURXBEvRulAI5m1r3N4yc205+JqM/PrC5on6K06nnqOYsGXX7rHjuPSx49KaTd2SOpS0QsobT7jwDLM3NmRMwHFmbmyRGxAXAW8B+ZefzEZSpJUv9GeyT4HylF72+BQzKrRQAR9Uzg65Qjwu8BLII1rubMmdN6nbPO3mrIGHvted0wM5Kk1dIemfnnvjMj4snAT4B5FsCSpMlqtJdI2gVYAezXKYABMquLgbc3ky9smZskSVp1PBH4MfCdzPzqRCcjSdJARlsEPxW4KbP6fd8FmdWVlOsEb9omMUmSNCkl8NOIuCQiDuua/0Xg/Mz80gTlJUnSsIy2CH4CcPMgy29p1pEkSauX3TLz+cCrgfdExEub+WcDr4+ITQbbOCIOi4iLI+LiZcuWjXWukiQ9xmjPCV4DeF5Eff0Ay5/GykGzJEnSaiIzb27ul0bEDyinSAGcAJwP/Cgi9sjMewfYfh4wD2DmzJk5DilLkvQoba4TvDYwY5DlNmySJK1GImJdYI3MvLd5/Arg34DnAGTmlyNiM+AHEbF3Zj40gemu0o45/Owh13nPsXuOQyaStPoZbRF8Hha56rGbZv98yHW2mLv7OGQiSRrAppQCF8pviO9k5hkRsV9nhcz8SEQcD3wzIt6emSsmKFdJkvo1qiI4s5rV4zwkSdIkl5nXAzv1M//gPtOHjFdOkiSN1GgHxpIkSZIkaZVjESxJkiRJmjIsgiVJkiRJU0ab0aHVAzsu2HHQ5ZcfdPk4ZSJJkiRJqz+LYEmSJPXLKzdIWh1ZBKsnvrDva4Zc58gTF45DJpIkSZI0MM8JliRJkiRNGR4JliRJWg3ZS0uS+ueRYEmSJEnSlGERLEmSJEmaMiyCJUmSJElThkWwJEmSJGnKcGCs1cDibbcbdPl2Vy0edPkxh5895HO859g9R5STJEmSJE1GHgmWJEmSJE0ZFsGSJEmSpCnDIliSJEmSNGVYBEuSJEmSpgyLYEmSJEnSlGERLEmSJEmaMiyCJUmSJElThkWwJEmSJGnKsAiWJEmSJE0ZFsGSJEmSpCnDIliSJEmSNGVYBEuSJEmSpgyLYEmSJEnSlGERLEmSJEmaMiyCJUmSJElTxqQugiPiVRHx+4i4NiJmN/POjYiZzeMZEXFNRLxyYjOVJGlqsG2WJK3q1proBAYSEWsCxwB/D9wEXBQRp3Ut3wL4CXBkZv5kYrKUJGnqsG2WJK0OJvOR4F2AazPz+sx8CDgBeH2z7KnAT4FPZOZpAwWQJEk9ZdssSVrlRWZOdA79ioi3AK/KzHc10wcALwKeAzyX0sj+vyFiHAYc1kw+G/j9IKtvBPy5ZdrG6G2MyZCDMYwx1jEmQw7GGHmMp2fmxi2fY5Vj22yMSZKDMYwx1jEmQw7GGHmMYbfNk7Y7NBD9zOtU7P8LHBAR8zPz/oECZOY8YN6wnizi4sycOfI0jTFWMSZDDsYwxljHmAw5GGNsYqymbJuneIzJkIMxjDHWMSZDDsYYmxgdk7k79E3All3TWwA3N4+PAi4EvhcRk7mQlyRpdWLbLEla5U3mIvgiYOuIeEZErA3sB3SfY/QB4B7guIjob8+0JEnqLdtmSdIqb9IWwZm5HDiCMsrkYuCkzLyya3kCBwGbUfY+tzWsrlnGGNcYkyEHYxhjrGNMhhyMMTYxVju2zcaYJDkYwxhjHWMy5GCMsYkBTOKBsSRJkiRJ6rVJeyRYkiRJkqReswiWJEmSJE0ZFsFARLwqIn4fEddGxOxRbP/1iFgaEVeM8vm3jIhzImJxRFwZEe8bRYx1IuLXEfHbJkY9mlyaWGtGxG8iYuEot18SEZdHxKKIuHiUMdaPiJMj4qrmdXnxCLd/dvP8nds9EfH+UeTxgeb1vCIivhsR64wixvua7a8cbg79faYiYoOIODMirmnunzKKGG9t8lgREUMOMT9AjM8178tlEfGDiFh/FDE+1Wy/KCJ+GhFPG2mMrmUfjIiMiI1GmMOciPhT12dk79HkEBHvbb4/royIQc+BHCCPE7tyWBIRi0YRY+eI+FXnfy4idhlFjJ0i4pfN/+4PI2K9IWL0+7013M/pINsP+zM6SIxhf0YHiTGiz6h6L2yb+8aybV4Zx7bZtnnQHMK22bZ5KJk5pW/AmsB1wDOBtYHfAtuPMMZLgecDV4wyh82A5zePnwRcPYocAnhi83ga5TIVu44yn38BvgMsHOX2S4CNWr4vC4B3NY/XBtZv+R7fSrmA9ki22xz4A/D4Zvok4OARxngOcAXwBMp1uf8X2Ho0nynKIDOzm8ezgc+OIsZ2wLOBc4GZo8zjFcBazePPjjKP9boe/zNw7EhjNPO3pAzQc8Ngn7kBcpgDfHAE72V/MfZo3tPHNdObjObv6Fr+BeBfR5HHT4FXN4/3Bs4dRYyLgJc1j98JfGqIGP1+bw33czrI9sP+jA4SY9if0UFijOgz6q23N2yb+4tl25y2zYPEsG1eOc+2OW2bh7p5JBh2Aa7NzOsz8yHgBOD1IwmQmecBd4w2gcy8JTMvbR7fSxlxc/MRxsjMvK+ZnNbcRjzqWfx/9u47TrKqTPj47wEGkBwkCQyDBAFRQUfkXVTC7CJBSSqCvCRZWRV0dVkV0N3i7gu7LKIYV2XFBVQUzEhQkSDiCpIzIjADDGkGyWlgmOf949xyiqbD7Z6u7ump3/fzqU/deOqp6tt16rn33HMi1gF2Bb413H1HS32W6+3AKQCZ+XxmPrYARU4D7szMu0ew7xLAK6KMebkM88fDbGpT4PLMfCZLr6q/BfYcaqcBjqndKT9AqJ/3GG4ZmXlrZv6pYewDlfHr+r0AXE4ZJ3S4ZTzRMbssQxyrg/yPnQR8agH2b2yAMj4MHJ+Zc+ptZo00jogIYG/g+yMoI4H22eEVGeI4HaCM1wCX1tMXAO8eooyBvrcaHacD7T+cY3SQMhofo4OUMaxjVKPOurmDdfPLWDdbNw9WhnUz1s1DMQkuB8a9HfMzGWYlN5oiYgqwJeVs8XD3XbxurjELuCAzh10G8EXKF9e8EezblsCvI+LqiDh0BPu/GpgN/E+Upl/fiohlFyCefRjiy6s/mXkfcCJwD/AA8Hhm/nqYxdwEvD0iVo2IZShnAtcdbiy1NTLzgTq2B4DVR1jOaPoAcP5IdoyI4yLiXmA/4F9HsP9uwH2Zef1IXr92eN2s5tsDNQ0awsbA2yLiioj4bUS8eQFieRvwUGb+eQT7fhz4XP15nggcNYIybgJ2q6ffyzCO0z7fW8M+Thfke69BGY2P0b5lLOgxqgVi3fxS1s016+ZGrJutm62bh2ASXJoq9TUuZ/wjYjngx8DH+5zpaCQzX8zMLShnVraKiM2H+frvBGZl5tXDfe0+tsnMNwI7A4dFxNuHuf8SlOYgX8/MLYGnKU03hi0ilqR8efxwBPuuTDlztj7wKmDZiPi/wykjM2+lNPm4APglpUnf3EF3miAi4jOU9/K9keyfmZ/JzHXr/Q8f5msvA3yGBUtMvg5sAGxB+SH1+RGUsQSwMrA18EngrPqs8Ujsywh+ENY+DHyi/jw/QX2lZpg+QPl/vZrS9Oj5Jjst6PfWgu4/WBnDOUb7K2NBjlEtMOvm+a9v3fzSfa2bB2HdDFg3Wzc3YBJczi53nlVZh+E3q1lgETGJ8kf+Xmb+ZEHKqpsnXQLsNMxdtwF2i4gZlKZnO0TEd0fw+vfXz7OAn1KatQ3HTGBmx9nyH1Eq3pHYGbgmMx8awb5/C0zPzNmZ+QLwE+BvhltIZp6SmW/MzLdTmrmM5GwiwEMRsRZA/Txo855uiogDgXcC+2Xmgv4wPYMhmvf0YwPKD6Dr6+N1HeCaiFizaQGZ+VD943Qe8N8M/ziFcqz+pG7y+EfKVZoBOwEZSN2kby/gzBHEAHAg5fiE8qNy2O8lM2/LzB0z802UCv/OofYZ4Hur8XE6Gt97A5UxnGO0QRwjOUa1YKyb57Nufinr5gFYN/+VdbN185BMgssN5xtFxPr1mcl9gLPHMoD67NQpwK2Z+YURlrFa1L2sRcQrKJXEbcMpIzOPysx1MnMK5XO4KDOHdXY1IpaNiOXb05Sb4IfVM2dmPgjcGxGvqRdNA24ZThkdFuQM3j3A1hGxTP03mka5J2FYImL1+nky5ct0pPGcTflCpX7++QjLWSARsRPwaWC3zHxmhGVs1DG7G8M/Vm/MzNUzc0p9vM6kdKDw4DBiWKtjdk+GeZzWfgbsUJe3MaWjmIdHUM7fArdl5swR7AslOdi2nt6BEfyY6zhOFwM+C3xjiO0H+t5qdJyO0vdev2UM5xgdpIwFOka1wKyba9bNL2Pd3A/r5pewbrZuHlqOsEetRelBuRfkdsrZlc+MYP/vU5psvED5hz9kmPu/ldLM6wbguvqxyzDLeD1wbV3GTQzRi12D8rZjBD1QUu4Zur5+3DySz7MuZwvgqvr9/AxYeQRlLAP8BVhxAT6Hqv4Huwn4DnVPg8Ms43eUHwrXA9NGekwBqwIXUr5ELwRWGUEZe9bTc4CHgF+NoIw7KPfqtY/VoXqP7K+MH9ef6Q3ALyidHYz4f4whej0dIIbvADfWMZwNrDWC97Ek8N36vVwD7DCS9wGcCnxoAY6NtwJX18fYFcCbRlDGP1K+B28HjgdiiDL6/d5qepwOsn/jY3SQMhofo4OUMaxj1MfoP7Bu7q+87bBuButm6+bBy7Butm4e8hH1C0mSJEmStMizObQkSZIkqWeYBEuSJEmSeoZJsCRJkiSpZ5gES5IkSZJ6hkmwJEmSJKlnmARLkiRJknrGEuMdgKTREVFdQhmU/e7M1pSO5dsBF9ezB2e2Th3r2CRJ6kXWzdLCySvBkkZdRLVERBXjHYckSSqsm6X5vBIs9aCIajJwLLAjsCowCzgX+Gxma1a9zanAgXScvY6oDgL+py5m/czWjM7tgGOAFrAesArw2Fi8H0mSJjrrZmnseCVY6jER1erAH4D9gZWA24HVgA8Cl0VUy42w6FcBpwDPUypuSZLUgHWzNLZMgqVFz3oRVbYfzL/nqO0wSqWYwNsyW68FdqvXbQQcPMLXnQR8JLP1GmAt4PERliNJ0qLGullaiNgcWlr0PA9c2zG/ArBpx/yb6+c7MltXAmS2fhlRPQqsDEwd4es+C/x3XV6OsAxJkhZF1s3SQsQkWFr0PJDZ2ro906cHyk5DVYbt9Yt3LFtxkO1nZbbmNYpQkqTeYt0sLURsDi31nivr540iqjcDRFQ7Uc40A1xVP7fvHVo9olo+oloM2H3swpQkqWdYN0tjyCRY6j1fAx4AAvhdRI0ej9UAACAASURBVHUTcHa97g7m9zB5Yf28JHANcB1lrENJkjS6rJulMWQSLPWYepiFrYHvUIZJeA0wG/gWsE1m66l6u18DnwXup3SmcVs9L0mSRpF1szS2ItN75CVJkiRJvcErwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ5hEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJEmSpJ6xxHgHII2niOog4H/q2fUzWzPGKY7tgIvr2e0zW5eMRxxN9RdvRHUM0ALIbMU4hSZJmkAWhXp4YXkPTURUM4D1gNMyWweNbzRjq7+/U0R1KnAgcHdma8o4haZxYBKsMRdRfQr4T2Ae8MrM1qP18h8C76k3WzuzdX+9/FT8ghpURJUDrDous/XZLrzkE8AVHdOSpAnCenjRNhFOrEdUU4DpA6z+YGbrW1142dnM/+0ypwvlawIxCdZ4uLR+Xgx4K/CLev5tHdu8HfhBxzTA77of2oR3HS/9Yr+3Gy+S2boG2LobZY+FiGrJzNbz4x0HQEQVwOKZrbnjHYuknmE9rIXJFX3mZ3XjRTJb5wLndqNsTTwmwRoPVwFPA8tSKtZfRFQbA2tQvvhWp1TEP4io1gbWr/drV9rU2/8bsAOwEnA3cDLw+czWvHqbAD4CHApsDDwP/BY4MrN1y0DBRVQnAJ+kJJPvyWydE1EtCXwa+L/AFOAp4FfApzJbM+v9jqFuDlzH9XlgU+BW4COZrcs7XuNDwNHAK4ELmf9DY0HtOZxmWBHVJcC2lM/lF5T3vSTwZeAE4IvAvsAjwP9rn5kdzlnmiGof4OPA6+pFVwD/ktn6fb1+caAC9gHWBp6j/D1/mdk6cpByXwF8FngfMJnyN/k90KqT9L5Nn/am/A1fX0//rJ8yT6W+2lGXfSywKvAd4J+AfwU+VMf4jczWv3XsuwrlmNwNWAt4lPK3/Wxm6856m2OYf4zsQjlGNgamAtdFVDsCR9bzk4AbgGMzW+0fqJI0GqyHu1cPd76PIb/TI6pPAB+kNFF+kXLy+o+ZrYPr9VsBxwFbAstT/j43UOq6q/p5zWOY/xkAXBxRwcubP0dEdTRwOPAKSnL44czWk3U5/0z5rCfXr/socBnlb3d7vc1BzK9j9wCOAN5MORb+ObN1TpPPKbM1rJPqHU26vwM8QDm+nqP8lvgR8A1gZ2BmHccv+ol3wGbrTY7biGpZyu+kd1H+X54G7gDOzGx9YTjvR+PDjrE05uorXu2K6O19nr9C+bJpz2/bsevvACKqDSmJ1PsolcqtwKspX0Zf6tj+y8BXKUnPdOBZypfV/0ZUr+4vtrryaFe8e3Z8gf+YUtlvCPwJCEpy+PuIauV+ijofWIZyomlLyg+JJerX2AX4OrBuHdNmwDf7i2cEroqonomobo6ojoqolmq439aUBG8OsDKlAr2SUqk9TakEvxlRbTKcYCKqI4DvA2+hVFR/AbanVMr/p97sI8BnKD9qbqdU8Jswv0neQM6m/IDZALiT8lm/E7gsotqin+2/S0lO7wYGaj7ethalEp0LLAd8GLgaOIzyw2stoIqo/q5+n0tTKsjDgFfV72N5SmJ/eUS1Tj+v8TNgaaDd3PA9wC8pn8/jlMp7K+Dn9TpJGhXWw12th9vvY8jv9IjqXcAXKIn63ZQEeAqwf71+MUpy+reUBPlmyue9C6We7M9Myt+j7VbK3+rOPtu9l5KgP0c5ibFfPd+2HeWzfhC4DVgF2BP4TV3n9fVDYE1K/foa4Iz65PCQIqrZEdVTEdV1EdWh9ftuYm/gA/V7WBP4L8qJmq0px/DGwPeaxtGhyXH7b5TfL2sAtwCPAW+k/G00AZgEa7y0zya/MaJajvmV7a8oycZr6y+t9vJZma3b6umjKV/YtwOTM1tvAA6o130kolq3vtfksHrZP2S2NqOcNbwZWBE4qp+YjqAkf88Cu2W2zgeIqN5OSa4Ads5svZ5S2T9MSQ4/0k9Zn8xsbVKXSf3aG9bTn66f7wZendnaAPhpP2UM16OUym8OpUL/d+D0hvsuBryh3q/dTHg1SgWyTcc22zUNJqJahnJWFuA/MlsbUir3X1Mq8fZV1I3r59MyW2/IbL2GkogfwAAiqu0pPwqgfNab1uU8Rjmj/S/97PYjYN3M1kbAUGenlwTeUZfZblK+EfM/o+fqZdPq532BzevpfTJbr6WcDX+RcpXhE/28xkmZrVdntiYDN1J+PAZwBuW43gj4Vr3sP4aIV5KGy3p49OvhTk2+09v134WZrc3qumNFylVsKHXhK+vpqZmtN2a21qTUR/02Ta9bbHV+Hh/JbG2d2fp/fTadS0m+N6S0DID5dRqUz2jlOq7XATvVy9dl/u+CTl/JbG1MOfkL5UTwVv3F2Mcs6pPBlDr2mzSv856gfBbtZvxBuc99A+afSG8aRymg+XHb/tsdW/9dNqC0HOvvuNZCyCRY46Vd+S4B/A3lC+wp4Jp6XVDuU2qfge78sn9L/bwx8ETdKdR362WLUb7s3lyXAeUKZlISl9fWy/prenN4/bx/ZuvX/bwewK/qsh5lfsXUX1nfqZ87m3utUT+3mwX/KrP1eD19Vj9lDMfWwKqZrS0oTYovqpfvHVGt22D/mzJbMzJbT1M6jgC4LLP1GHBXx3ZrvHzXAb2W0tQO4Kj6c3sR2LEjZigJaQIfiKgeiKh+S2n6NViHW2/umD4DILP1IPObaE/tZ5+vtJvoZbZeHCL2RzNbv6+3v6de1v6MnmL+/Urtz6Mdz/OUqxVktm6iNFkbKJ4vdkyvwvzmhu8H5tWf19/XyzaMqFYdImZJGg7r4dGth/8qolqNZt/pv6LUG9Miqocjqv+lXIV8ASCz9RfgD/U+t0dUN0VUZ1GuLrcTx5G6KLN1X13P/ale1lnHT6a02noiopoHXNCx7lX9lDfY592f2cDrM1tr1CdRJnfs+9G6+ftQ2r9TZnQs+3Vmaw4j/+3S9LhtN2n/t4jqnojqN8CnmP8bSgs57wnWeLmc8sW/JKWCmEL54noxorqUcgby3cxv7tNZ+ba/nP5Cuf+ir2cpTVjbrmf+lbu2/iqPp+r9joiozs9sPdPn9QD+yMub0t7TZ576SxnKmda+cfdngYYUymxd0TH9TET1U+afSV6XoTvI6kw453Yuy2xlfT/RcOPs3PY2SnOwl4Rdl/+riOqNlKZZb6A0W3s78MGIarPM1lCxD9W0ue3BhtvBIJ9Hn9fs+3k0jaWdtLd1ljOd/jsFmdS0bElqwHr4pUZzaL9G3+mZrZsiqtdSPv8tKXXgh4FDI6qt63t+p9Xrt6G0RNqLUl9uDvzjAsT4WMd0+zMKgLrJ788ox8aTlJYBSwDtW40WH6S8Rp93fdL9xo75RyKq8ynv8RWUExxDJfrt3ylzO36ntOvqzmNkpL9dBjxuM1snR1S3UfoBeR3wJsrf6uCIauP6/WkhZhKscZHZei6iupLypb5fvbh9VvoyyhXD93fscmnH9B8pTXieBt6V2ZoNEFGtQLl/6LyIan3KF2AA389s/Wd754jqTUB/98ruD5wG/B/gpxHVu+oehP/Ysc0XMltn1uUE5cz5Yy8raXA31fvtGFGtkNl6gvJD4yWadj5VNxNbHfhJZmtefa/O7h2b3D3M+EbLTcAzlHuyLgI+2tFZyiaUs75EVK+nNLP7TD2/LuUHzXKUqwn9JcFXdkzvB5wYUa1JOTsO85t2jZUrKT9clqL8LX8UUW1OuZ9oyHgyW7Pqjj6mUD63d2e2XgCIqCYDW/ZJmiVpgVgPj1493FfT7/SIaiNgXruTxbr+/gul3tw2orqacpX+1MzWKfU2p1Dug92BgT3TMb3sgFsNbEtKAgzwjszWH6J0cvn9EZTVr4hqd+DZ9hX/iGol5je57myVNtaupMFxG6XDspszW5fW82+j/I+8inLi6OoxjlvDZHNojafOplh/na8roxs6lj9BORvX9u+Uq4qTgbsjqmsjqrsoFcepdRnTKR0bARwfUd0dUV0fUT1CSUh25OWuo5xhfb5e/72IarG60ju/3uYHEdXtEdWNdQy/pXSEMBwn1M9TgLsiqjspnYuM1KspHVI8EVHdQDlL2b5f9n8yW/ctQNkjVp/Bb5+a/QhwX/23mkXpqKP942pvYGbdnOhqSlM8mN8JSH9lXwz8pp79XER1K6U510qUs7Z9733qtu9TfuhAOUZupvxoW5xyz9pJDcpod0jyLuCB+rO6n9LMq797iiVpQVkPj0493J8m3+nbAndEVPdHVNdQOq9apl53A6UO+Q3waJQOL28EDupYP5A7qZtUA6dHVJfH8DpYvJlSBwP8sn7drwxj/ya2pDRtfyyiup5ywrvd5PiE9kmDsTaM4/ZjwIMR1fT6t0u7r5GneXknZFoImQRrPP22Y/o5Xnqmt3Nd+95MALJ0zf8WynAGT1K+NJcCLqEMxdN2OOVL6nrKldL1KT0Uf536vs2+MlsXUobISUqnCu3eIvekdNZxG6WDhHUo95t8vn7dxuqeLg8H7qOcob2TchWxr3Zvhs/Sf3OztssoX9j3UN7jYpQzkB+idO8/bjJbJ1CuMFwOrMD8zqtOo3QQAuVvfR7lrOvmlB9d/0s5c35b3zI77Eb5IXYXpROMeZRKaJvM1nWj/mYGkdl6jvJj5muUY2xjSkV4JrB11sN3DFHGmZQhHS6inIHflPJ/8UPgxO5ELqnHWQ+PTj3c32s0+U6/FvgJpUPLTSmdOF0LHJLZuoCSiH6D8j5fRalbZtbL2p039ffaf6F87vdSOtd6C6X35Kax30a52jy9jv1hSgeQo+kXlN8Csymdc82h1P37ZMfwg+OkyXF7LuV/ZClKc+gXKCcsdu5oiq+FWGQ2voVN0hiKqL5E+RI+srM5jiRJ6j7rYWnR5ZVgaeG1LaWJ7efHOxBJknqQ9bC0iBrTK8ERMYPSbOZFYG5mTo2IVShNBqdQ7pPYOzMfjYigDLi+C+UG/4My85qImAKck5mb12V+kNKEZVpmPjpmb0aSJEmSNOGMx5Xg7TNzi8xsj5t5JHBhZm4EXMj8jgR2pgyAvRHlvsav9y0oIvYHPgrsaAIsSZIkSRrKwtAcenfKjfHUz3t0LD89i8uBlSJirfZOEbE3JWHeMTMfHsuAJUmSJEkT01iPE5zAryMigW9m5snAGpn5AEBmPhARq9fbrs1LxwedWS97mNIr4FeBLTNzwLEzI+JQ6t5xl1122TdtsskmA20qSVJjV1999cOZudp4xzHRvfKVr8wpU6aMdxiSpEXAcOrmsU6Ct8nM++tE94KIGGz4k+hnWfsG5tnAI5TxRQccf7NOsk8GmDp1al511VUji1qSpA4Rcfd4x7AomDJlCtbNkqTRMJy6eUybQ2fm/fXzLOCnwFbAQ+1mzvXzrHrzmcC6HbuvA9xfTz9DuWf4QxGx3xiELkmSJElaBIxZEhwRy0bE8u1pYEdKt/NnUwZFp37+eT19NnBAFFsDj7ebTQNk5mxgJ+DfI+IdY/Q2JEmSJEkT2Fg2h14D+GkZ+YglgDMy85cRcSVwVkQcAtwDvLfe/jzK8Eh3UK78Hty3wMycHhG7AedFxF6ZecUYvA9JkiRJ0gQ1ZklwZt4FvKGf5X8BpvWzPIHD+lk+A9i8Y/56SodZkiRJkiQNamEYIkmSJEmSpDFhEixJkiRJ6hkmwZIkSZKknmESLEmSJEnqGSbBkiRJkqSeYRIsSZIkSeoZJsGSJPWoiFg3Ii6OiFsj4uaI+Md6+TERcV9EXFc/dunY56iIuCMi/hQR7+hY/lTH9C4R8eeImDy270iSpKGN2TjBkiRpoTMXOCIzr4mI5YGrI+KCet1JmXli58YRsRmwD/Ba4FXAbyJi48x8sWObacBXgB0z854xeReStAi48KINhtxm2g53jkEkiz6vBEuS1KMy84HMvKaefhK4FVh7kF12B36QmXMyczpwB7BVe2VEvA34b2DXzPSXmiRpoWQSLEmSiIgpwJbAFfWiwyPihoj4dkSsXC9bG7i3Y7eZzE+alwJ+DuyRmbcN8jqHRsRVEXHV7NmzR/MtSJLUiEmwJEk9LiKWA34MfDwznwC+DmwAbAE8AHy+vWk/u2f9/ALwv8Ahg71WZp6cmVMzc+pqq602GuFLkjQsJsGSJPWwiJhESYC/l5k/AcjMhzLzxcycR2ne3G7yPBNYt2P3dYD76+l5wN7AmyPi6DEJXpKkETAJliSpR0VEAKcAt2bmFzqWr9Wx2Z7ATfX02cA+EbFURKwPbAT8sb1hZj4DvBPYLyIGvSIsSdJ4sXdoSZJ61zbA/sCNEXFdvexoYN+I2ILS1HkG8A8AmXlzRJwF3ELpWfqwzp6h620eiYidgEsj4uHM/PnYvBVJkpoxCZYkqUdl5mX0f5/veYPscxxwXD/Ll+uYvhdYfzRilCRptNkcWpIkSZLUM0yCJUmSJEk9wyRYkiRJktQzTIIlSZIkST3DJFiSJEmS1DNMgiVJkiRJPcMkWJIkSZLUMxwnWJIkSZIWAWtefN2g6x/cfosximTh5pVgSZIkSVLPMAmWJEmSJPUMk2BJkiRJUs8wCZYkSZIk9QyTYEmSJElSzzAJliRJkiT1DJNgSZIkSVLPaDROcES1HbA98BpgJeAx4HbgYuCSzFZ2K0BJkiRJkkbLgElwRLUU8FHgcGDdzlVAO+n9DDAzovoK8JXM1pxuBSpJkiRJ0oIa7Erw7cA6lKT3ReBm4G7gCWAFYD3gtZQE+T8pCfN63QxWkiRJkqQFMVgSvA5wNvBd4PzM1jN9N4iolgF2AfYH3tmVCCVJkiRJGiWDJcGbZrZuH2znOjH+EfCjiGrjUY1MkiRJkqRRNmDv0EMlwAu6vSRJkiRJY61p79BvBDYBfgc8AHwO2AG4Hjg8s/VE1yKUJEmSJGmUNEqCgX8DdgY2Ag4C/rFevjmlo6zDRz0ySZIkSZJGWdMk+PXAQ5mtuyKq/wDmAqdTEuJdMQmWJEmS1KOOOeaYUdlGY2PAe4L7WB24v57eDLgqs/X3wC3Amt0ITJIkSZKk0dY0CX4SWDuiWhvYgJL8tvd/2dBJkiRJkiQtjJomwddRrgbfAywF/D6iWgxYF7i7S7FJkiRJkjSqmibBRwOPAAFcDpwBbAcsD/yhK5FJkiRJkjTKGnWMldm6MqJaHVg5s/VIvfiiiGpSZuvF7oUnSZIkSdLoado7NJmtjKheF1FtXi+6KbP12y7FJUmSJEnSqGvUHDqiWjui+gNwEfDl+nFRRHV53VlWYxGxeERcGxHn1PPrR8QVEfHniDgzIpasly9Vz99Rr59SL9+uvW89f2xE/CoilhpOHJIkSZKk3tP0nuBvAm+h3BPc+XhzvW44/hG4tWP+P4GTMnMj4FHgkHr5IcCjmbkhcFK93UtExGeAbYA9MnPOMOOQJEmSJPWYpknwDsA84BPAq4C1gY93rGskItYBdgW+Vc9Hvf+P6k1OA/aop3ev56nXT6u3b5d1BLAL8K7MfLZpDJIkSZKk3tX0nuCHgScyW1/qWPbliOpQYNlhvN4XgU9RepUGWBV4LDPn1vMzKQk29fO9AJk5NyIer7eHcvX3NcCbMvOpgV4sIg4FDgWYPHnyMMKUJEmSJC2Kml4JPgGYElFt1F4QUW0MTAGOa1JARLwTmJWZV3cu7mfTbLDujnr9joO9ZmaenJlTM3Pqaqut1iRMSZIkSdIirOmV4HcDiwM3RVQ31MteD8wB3h9Rvb9elpmtaQOUsQ2wW0TsAiwNrEC5MrxSRCxRXw1eB7i/3n4msC4wMyKWAFakjFUM8BCwH3BhRPwlMy9u+D4kSZIkST2s6ZXgbYElgUnAm+rHJGC5et22wHb1o1+ZeVRmrpOZU4B9gIsycz/gYuA99WYHAj+vp8+u56nXX5SZ2VHe7cBewHcjYouG70OSJEmS1MOaXgm+lPlNkUfbp4EfRMSxwLXAKfXyU4DvRMQdlCvA+/TdMTOvjIiDgbMjYvvMvLNLMUqSJEmSFgGNkuDM1naj+aKZeQlwST19F7BVP9s8B7x3sH3r+V8D9nolSZIkSRpS0+bQkiRJkiRNeANeCY6oXgQuz2xtE1HNY+Dm0JnZatqsWpIkSZKkcTNY8hq8dJii/oYskiRJkiRpwhgsCa6AezumJUnSIiQi1gVOB9YE5gEnZ+aXImIV4ExgCjAD2DszH42IAL4E7AI8AxyUmddExBTgnMzcvC73g8CHgWmZ+eiYvilJkoYwYBKc2aoAIqpJlF6bEzg3szVvjGKTJEndNRc4ok5klweujogLgIOACzPz+Ig4EjiSMprDzsBG9eMtwNfr57+KiP2BjwI7mABLkhZGQ3aMldl6Afgh8DkTYEmSFh2Z+UBmXlNPPwncCqwN7A6cVm92GrBHPb07cHoWlwMrRcRa7fIiYm9KwrxjZj48Rm9DkqRhado79I3Ast0MRJIkjZ+6SfOWwBXAGpn5AJREGVi93mxt5t8qBTCzXgawHvBVSgL84BiELEnSiDTt1fl44LsR1emUCu4llVtm657RDkySJI2NiFgO+DHw8cx8otz62/+m/Sxrjx4xG3gE2Bs4aZDXOhQ4FGDy5MkjDVmS1CVTjjx30PUzjt91jCLpnqZXgs8CJgH7AX8Apnc87upOaJIkqdsiYhIlAf5eZv6kXvxQu5lz/TyrXj4TWLdj93WA++vpZyj3DH8oIvYb6PUy8+TMnJqZU1dbbbVRfCeSJDXTNAmG+UMm9feQJEkTTN3b8ynArZn5hY5VZwMH1tMHAj/vWH5AFFsDj7ebTQNk5mxgJ+DfI+IdXX8DkiSNQNPm0Ad3NQpJkjQetgH2B26MiOvqZUdTboM6KyIOAe4B3luvO48yPNIdlCu/L/t9kJnTI2I34LyI2Cszr+jye5AkaViaJsEXA3MyWw91MxhJkjR2MvMyBm7RNa2f7RM4rJ/lM4DNO+avZ36HWZIkLVSaNoeeAfyk78KI6vyIysRYkiRJkjQhDPee4L5eBbxylGKRJEmSJKmrBm0OHVFd1DG7WZ/5ZYHXAU92IzBJkiRJkkbbUPcEb8f88f9WqOf7unwU45EkSZIkqWuGSoIvpSTB2wJPANd2rHsGuA04sTuhSZIkSZI0ugZNgjNb2wFEVPOAWzJb249FUJIkSZIkdUOjIZIyW8PpQEuSJEmSpIVS03GCJUmSJGmRM/PI3w25zTrHv20MItFY8QqvJEmSJKlnmARLkiRJknrGgElwRLVCRLXMWAYjSZIkSVI3DXYl+DHgAoCI6q6I6kdjE5IkSZIkSd0xVMdYK9TPU4AHuxuKJEmSJGmim3LkuYOun3H8rmMUSf8GS4JnAZtFVO3kd8uI6q5+tsvM1gajH5okSZIkSaNrsCT4XOBgYHUggaUoV4T7ytEPS5IkSZKk0TdYEvxh4AbgtcDfA7OB88YiKEmSJEmSumHAJDiz9TzwJYCIakfg6szWwWMVmCRJkiRJo22ojrEAyGxNAYioVgLeUC++PrP1WJfikiRJkiRp1A02RNJLRFTHUXqIvqh+PBhRHdutwCRJkiRJGm2NkuCI6kPAUcCSQNSPJYGjIqpDuxeeJEmSJEmjp+mV4A9ReoH+AbB7/fgBJRn+cHdCkyRJkiRpdDW6Jxh4DTAjs/X+jmW/iKi2rtdJkiRJkrTQa3oleC6wTEQ1qb0goloSeAXwYjcCkyRJkiRptDW9EnwtsA1wWUT1U0rT6L2A1YHfdyk2SZIkSVIvOmbFIdY/PuKimybBJwJvBabWDyj3AydwwohfXZIkSZKkMdSoOXRm62zgAOBe5vcOfQ9wQGbrnO6FJ0mSJEnS6Gl6JZjM1neB70ZUq9Xzs7sWlSRJkiRJXdA4CW4z+ZUkSZIkTVRNe4eWJEmSJGnCMwmWJEmSJPUMk2BJkiRJUs8Y8p7giGoSsDNlOKRzMlvZ9agkSZIkSeqCIa8EZ7ZeAH4IfM4EWJIkSZI0kTVtDn0jsOyCvFBELB0Rf4yI6yPi5oio6uXrR8QVEfHniDgzIpasly9Vz99Rr59SL98uIs7pKPfYiPhVRCy1IPFJkiRJkhZ9TYdIOp4yRvDpwFeBBztXZrbuaVDGHGCHzHwqIiYBl0XE+cA/ASdl5g8i4hvAIcDX6+dHM3PDiNgH+E/gfZ0FRsRngG2AXTJzTsP3IkmSJEnqUU2vBJ8FTAL2A/4ATO943NWkgCyeqmcn1Y8EdgB+VC8/Ddijnt69nqdePy0iol1eRBwB7AK8KzOfbfg+JEmSJEk9rOmVYIAYepMhCohYHLga2BD4GnAn8Fhmzq03mQmsXU+vDdwLkJlzI+JxYNV63TbAa4A3dSTWkiRJkiQNqmkSfPBovFhmvghsERErAT8FNu1vs/q5v6S72G2TEwAAIABJREFUve4OYGVgR+ZfRX6ZiDgUOBRg8uTJI4xakiRJkrSoaJQEZ7ZOG3qr5jLzsYi4BNgaWCkilqivBq8D3F9vNhNYF5gZEUsAKwKP1OseojTNvjAi/pKZFw/wOicDJwNMnTrVnq0lSZIkqcc1bg4dUU0BjqIkrrcDn6dcif1xZuvmofeP1YAX6gT4FcDfUjq7uhh4D/AD4EDg5/UuZ9fzf6jXX5SZ2b4tODNvj4i9gJ9FxK6ZeV3T9yJJkiRJ6k2NkuCIalPg95SrsQE8DTwPHAOsBny0QTFrAafV9wUvBpyVmedExC3ADyLiWOBa4JR6+1OA70TEHZQrwPv0LTAzr4yIg4GzI2L7zLyzyfuRJEmSJPWm4QyRtBJwM/BagMzWNRHVo8B2TQrIzBuALftZfhewVT/LnwPe28/yS4BLOuZ/DXjDryRJkiRpSE2HSNqWMjbwm/osv5dy364kSZIkSQu9pknwksAjma3n+yxfiTLeryRJmmAi4tsRMSsibupYdkxE3BcR19WPXTrWHRURd0TEnyLiHR3Ln+qY3iUi/hwRttKSJC2UmibBfwY2jaj+vp5fOqL6JKUZ8p+6EpkkSeq2U4Gd+ll+UmZuUT/OA4iIzSj9c7y23ue/6n4+/ioipgFfAXbKzHu6GrkkSSPUNAk+mdIh1jcpY/W+gXKfcDK/IytJkjSBZOalzB9+cCi7Az/IzDmZOR24g44+PSLibcB/A7vaUaUkaWHWKAnObH0N+Fo9G/UD4Bv1OkmStOg4PCJuqJtLr1wvW5vSF0jbzHoZwFKUIQ73yMzbBis4Ig6NiKsi4qrZs2ePeuCSJA2l6ZVgMlsfBV4N7A28D9ggs3VYtwKTJEnj4uvABsAWwAPA5+vl0c+2WT+/APwvcMhQhWfmyZk5NTOnrrbaaqMQriRJw9M4Ca4F8CzwTBdikSRJ4ywzH8rMFzNzHqV5c7vJ80xeOiLEOsD99fQ8yknyN0fE0WMWrCRJI9BonOCIagXKfcHvoeNMcET1Q+DQzNYT3QlPkiSNpYhYKzMfqGf3BNo9R58NnBERXwBeBWwE/LG9X2Y+ExHvBH4XEQ9lpn2GSOq6z7/vnUNuc8SZ54xBJJpIGiXBlKZRe/ez/L3Ai8B+oxaRJEkaExHxfWA74JURMRNoAdtFxBaUps4zgH8AyMybI+Is4BZgLnBYZr7YWV5mPhIROwGXRsTDmfnzMXszkiQ11DQJ3p1SGX4ZOJNyNfi9wMeB3boTmiRJ6qbM3LefxQNewc3M44Dj+lm+XMf0vcD6oxKgJEld0DQJfhK4N7P1iY5lf4iodgFWGP2wJEmSJEkafU07xvoasEZEtWp7QUT1SmAN5g+dJEmSJEnSQm3AK8ER1bc7Z4FJwG0R1SX1sm2BxSnDKEiSJEmStNAbrDn0Qcwf/69tWWCverrdS/SBwAdGNyxJkiRJkkbfYEnwPbw8CZYkSZIkacIaMAnObE0ZwzgkSZIkSeq6ph1jSZIkSZI04TUaIimiWhY4EphG6RE6OlZnZsvOsSRJ0gKZcuS5g66fcfyuYxSJJGlR1nSc4G8C+/LS5LfN+4YlSZIkSRNC0yS4fer1MuAuTHwlSZIkSRNQ0yT4UeDBzNbbuxmMJEmSJEnd1LRjrM8C60VU+0RUy3UzIEmSJEmSuqXpleCLgOnA9wAiqs51mdlqWo4kSZIkSeOmafJ6OrAJ/XeMJUmSJEnShNA0CX4rpTOsM4AZwNxuBSRJkiRJUrc0TYJvAV6R2dq/m8FIkiRJ3bDmxdcNuv7B7bcYo0gkjbemSfBxwHciqiOBc4AnOldmtu4Z7cAkSZIkSRptTZPgH1OaQx9XPzrlMMqRJEmSJGncDCd5tVMsSZIkSdKE1jQJPrirUUiSJEmSNAYaJcGZrdO6HYgkSZIkSd3WKAmOqA4YbH1m6/TRCUeSJEmSpO5p2hz6VEoHWP1JwCRYkiRJUmNf+9BFQ25z2Dd2GINI1GvsGEuSJEmS1DOaJsHr95lfEdgL+Azw/lGNSJIkSZKkLmnaMdbd/Sy+IaLaHvgo8MNRjUqSJEmSpC5o2jHW5D6LFgc2AF4LLDPaQUmSJEmS1A1Nm0NPH2Tdn0YjEEmSJEmSuq1pEjxQp1hPAf88SrFIkiRJC60pR5476PoZx+86RpFIWhBNk+CD+8wnMAu4IrP16OiGJEmSJElSdzTtGOu0bgciSZIkSVK3NR4nOKJaCdgKWIM+zaMzW6ePclySJEmSJI26pr1D7wp8D1i+n9UJmARLkiRJkhZ6Ta8Enwis0M1AJEmSJEnqtqZJ8HrAM8C+wC3A3K5FJEmSJElSlzRNgq8CVs9s/aKbwUiSJEmS1E3DaQ79w4jqBOC7wGOdKzNb9wxVQESsS7l3eE1gHnByZn4pIlYBzgSmADOAvTPz0YgI4EvALpSr0Adl5jURMQU4JzM3r8v9IPBhYFpmOlyTJEmSJGlAizXc7meUhPkI4FpgesfjroZlzAWOyMxNga2BwyJiM+BI4MLM3Ai4sJ4H2BnYqH4cCny9b4ERsT/wUWBHE2BJkiRJ0lAaD5FEn2GRhiszHwAeqKefjIhbgbWB3YHt6s1OAy4BPl0vPz0zE7g8IlaKiLX+GkzE3pSEeVpmPrwgsUmSJEkanls32XTQ9ZvedusYRSINT9Mk+ODRfNG6SfOWwBXAGnWCTGY+EBGr15utDdzbsdvMetnDlI66vgpsmZkPDvI6h1KuIjN58uTRfAuSJEnS+DhmxSHWPz42cUgTVKMkOLN12mi9YEQsB/wY+HhmPlFu/e1/0/5CqZ9nA48AewMnDVRAZp4MnAwwderUHGg7SZIkSVJvGDAJjqg2zGzd0bSgiGqjzNafB98mJlES4O9l5k/qxQ9FxFr1VeC1gFn18pnAuh27rwPcDyxF6ShrZ+CyiJiVmd9rGqckSZLU61532usGXX/jgTeOUSTS2BusY6xbI6ofR1R7RlRL97dBRLV0RLVXRPVT4ObBXqju7fkU4NbM/ELHqrOBA+vpA4Gfdyw/IIqtgcfbzaYBMnM2sBPw7xHxjsFeW5IkvVxEfDsiZkXETR3LVomICyLiz/XzyvXyiIgvR8QdEXFDRLyxXj6lz/4fjIhr2vtJkrSwGaw59EPAnsAewNyI6hbKEEZPAstThjTarC4jgPuGeK1tgP2BGyPiunrZ0cDxwFkRcQhwD/Deet15lOGR7qBc+X3ZfcmZOT0idgPOi4i9MvOKIWKQJEnznUrpY+P0jmXtURuOj4gj6/lP89JRG95CGbXhLZ2FdYzasIOjNmg0XXjRBkNuM22HO8cgkgU35chzB10/4/hdxygSqXcNlgRvCHwMOIzSLPkN9SN56f269wNfoYzpO6DMvIyBe5ie1s/2Wb923+UzgM075q+ndJglSZKGITMvrTur7OSoDZKkRdqASXBm6znghIjqREpluB2wCbAS8DhwO/Bb4MLM1otdj1SSJI2Fro3aAI7cIEkaf0P2Dp3ZmgdcVD8kSVJvWuBRG8CRGyRJ42+wjrEkSVLveajdzLnhqA0wf9SGD0XEfmMVqCRJI2ESLEmSOjlqgyRpkWYSLElSj4qI7wN/AF4TETPrkRqOB/4uIv4M/F09D2XUhrsoozb8N/CRvuVl5nRgN+DbEfGWvuslSVoYDHlPsCRJWjRl5r4DrJq4ozYcs+IQ6x8fmzgkSQstrwRLkiRJknqGSbAkSZIkqWcM2Bw6omo69m9mtmxWLUmSJEla6A2WvPY3HqAkSZI035w5cO+9MGsWPP88RMBSS8Faa8Haa8MSXiuRtHAZ7Fup6pheEvgYZYzAcykJ8s7AFOBL3QpOkiRJC5FnnoErroDf/hZ+9zu49VZ48EHI7H/7xRcvifDrXgdvf3t5vOlNMGnS2MYtSR0GTIIzW39NgiOqLwJPA2/MbD1bL/sXYDqwUreDlCRJ0jiZOxd+8xs47TT42c/guefK1d4ttoCddoL11iuPNdeEJZcsCfFzz8H998Pdd8OMGXDVVXDuuaW8lVaCffaBAw6ArbcuZUnSGGraPmV/4LF2AgyQ2XomonoaeB/w4W4EJ0mSpHEyZw584xtwwgkloV1lFfjAB2DXXeFv/qYks8Px0ENw6aXw85+XhPob34BNNoF//Vd43/tgMftrlTQ2mibBiwFTIqofAj+ql72b0hzaAfckSZIWFXPnwumnQ1XBPffA9tvDV78Ku+xS7vUdqTXWgPe+tzyefBJ+/GM46SR4//vh+OPhuONKgu2VYUld1vSU2/co9wHvBZxRP97dsU6SJEkT3Xnnlft3DzmkJK2/+Q1cdBHsueeCJcB9Lb88HHQQXHstnHEGPP00vOtd8Na3lqbTktRFTZPgTwAnAnMoyXDU058H/qk7oUmSJGlMzJsHrdb8K7E/+UnpAGvatO6+7mKLwb77lg62vvlNmD4dttkGTj21u68rqac1ag6d2XoB+FRE1QI2rBff0XmPsCRJkiagJ56A/feHs8+Ggw+G//ovWHrpsY1h0iQ49FB497th771LHNdeCyeeaE/SkkbdsAZuq5PeG7sUiyRJksbSn/8Mu+8Ot98OX/4yHH74+N6Tu+qq8KtfwSc/CV/8Itx4I5x11vjFI2mR1CgJjqhWpzR9ngasTmkO3ZaZLUdBlyRJmkh++csyVNESS8AFF5QOsBYGSyxROszacstydfjNb2a5o1/gqQ1G8Z5kST2t6T3BpwDvB9as94k+D0mSJE0U3/9+6e15ypTSEdXCkgB3OuCAMqTSCy8w9WP3s8Itz413RJIWEU2v4G5bP/8UuAWY251wJEmS1FWXXAIHHghve1vpDXrZZcc7ooFttRVceSVzpk7mDZ99kKu+vDbPruM9wpIWTNMk+BHg/szWu4fcUpIkSQunm2+GPfaADTeEn/1s4U6A29Zai+v+Yy2mfvQ+tjjqAa768tq8sPLi4x2VpAmsaXPoE4B1I6rXdTMYSZIkdcmjj5axeF/xCjj/fFh55fGOqLFn15nE9cetyVIPv8jrqoeIuTneIUmawJpeCX5vve01EdWNwGMd6zKz1eVB5CRJkjRi8+aVe2xnziz32a633nhHNGxPbLY0tx7xSjb/j9lscMoj3PEPq453SJImqOHcE5yUTrC2qJe15z0VJ0mStDA7/ng45xz46ldh663HO5oRe+hvl2elm+ew3lmP8/hmSzP7bROgObekhU7TJPhSTHYlSZImnptvhn/5F9h3X/jIR8Y7mgV2+4dXZfnb57Dp52fz6BZLM3d57w+WNDyNkuDM1nZdjkOSJEnd8OlPw/LLw1e+AjHxR7bMJYPb/umVbPUP9zHljMdsFi1p2Jp2jCVJkqSJ5uKL4dxz4eijYdVFJ1l8aoOleODvlmOdnz7B0g+9MN7hSJpgGl0JjqgmAccC+wCv4qXJc2a2mjarliRJ0liYNw8++UmYPBk+9rHxjmbU3XXwKqxxydO8+tuPcstRq493OJImkKZXgj8LfBJYF1ic0iFW50OSJEkLkzPPhKuvhmOPhaWXHu9oRt2c1Zfg3nevyFq/eYrlb58z3uFImkCaJsH7UjrG+m49PxM4D3iEcoVYkiRJC4s5c0oT6C23hP32G+9oumbGPivx/IqLseHJf4G0D1dJzTRNgicDMzNbB9TzM4F3Ac8Ci96pRUmSpInsa1+DGTPgc5+DxRbdLmBeXG4xpu+/Mqtc+xycf/54hyNpgmj6rTgXeLiefh5YI7OVwAvAB7oRmCRJkkYgs4wHvP32MG3aeEfTdfe9cwWeW23xkvhLUgNNk+BZwJr19N3AlIjqVmDKMMqQJElSt111FUyfDgccMPS2i4CcFDy0/XLw61/DI4+Mdzj6/+3dd5xV1dX/8c+izABD7yBVYqFZEBWVoqKADTE2fGKNPsYWSzRGfpoMY9QYTfWxGyPGxAg2NBpbFEVjF0WqioIUKWoAEQRmYP3+2GfCiDO3zcw9d+Z+36/Xfd161l33crh71tn77C1SB6RawL4PdDEr2RV4mDAZ1i7Rc4/VRmIiIiIikoEHHoCCAhg3Lu5MsmblQc2hrAweeSTuVESkDkh1aaP/AZoCXxFmil4P7Esojq+rndREREREJC1bt8KUKTB6NLRuHXc2WbNupwLo0yfMiH3WWXGnIyI5LqUi2L14A7ChwkPX1k46IiIiIpKxV1+FpUvh17+OO5PsMoPx4+FXv4JVq6Cj1g0Wkaql2hOMWcnOwIFAJ7ZbG9i9+OqaTUtERERE0vbAA2FN4KOOijuT7DvxRLj2WnjoITjvvLizEZEcllIRbFZyJnA7VZ9DrCJYREREJE5lZfDgg3DkkdCiRdzZZN+AAdCvXxgSrSJYRBJItSf450DD2kxEREREJBcMvHdgwudnnTYrS5mk6c03w1Dg44+PO5N4mMEJJ0BJCXz5JbRrF3dGIpKjUi2C2wIrgKHuxZ/UYj4iIiIikolZUXE+ZEi8ecRp333DOslz58KwYXFnIyI5KtUlkh6IXvt5LeYiIiIiIpmaMweaN4fu3ePOJD79+oXrOXPizUNEclqqPcEXAfsDH5mVvEJYKqmcuxefWeOZiYiIiEjq5s6Fvn3DsOB81b17OBAwd27cmYhIDku1CP4p0A9w4JgKj1v0mIpgERERkTjNnQujRsWdRbzMwoEAFcEikkA6PcEApYQh0WW1k46IiIiIpG31ali+HPr3jzuT+PXvD888E3cWIpLDUi2CS4FPgf7uxRsyeSMz+zNwJLDK3QdEj7UFJgO9gEXACe6+2swM+CNwOLABON3dZ5hZL+CJCtv/L3AuMNLdV2eSl4iIiEidN29euC4/Jzaf9esHkyaFAwNt2sSdjYjkoFQnxroBaA1UZ675ScCY7R67Anje3XcCno/uAxwG7BRdzgZu2z6YmZ0C/BgYpQJYRERE8lr58F8Vwdu+g/IDAyIi20m1J/gooAlhYqzZfHdirJHJArj79Kgnt6KjgQOj2/cCLwI/ix7/i7s78LqZtTazLuUbmdkJhIJ5pLt/keJnEBEREamfFiyAxo2hZ8+4M4nfzjuH6wULYP/9481FRHJSqkXwCMIEWAYMih4rv+/VeP9O7r4cwN2Xm1nH6PEdgCUVXrc0euwLoCdwM7Cnu69IFNzMzib0JNOjR49qpCkiIpJfzGwRsA7YApS5++AEpzGdDgx29wvMrAFwT7TdmdEBbaltGzZAURE0SHWQXz3WvHm43pDRGXwikgdSLYKnU71iN12Vze1f/v6fA/8BTgB+nyiIu98J3AkwePBgNcIiIiLpOWi7EVflpzFdb2ZXRPd/Vv5kNKfH7UBj4AwVwFm0aRMUFsadRaUmTpxYI69JWfn3sGlTzcUUkXolpSLYvfjAWnr/lWbWJeoF7gKsih5fClRc6b0b8BlQSJgo6zDgFTNb5e5/q6XcRERE5NuqOo2p3B8J84ec6O5bs5pZvsvhIjjrVASLSBKp9gQDYFayHzAEWAM8TJgsa6V7caa/Mo8DpwHXR9ePVXj8AjN7ANgXWBsVyr0A3P1zMxsDvGhmX7i75sEXERGpWQ48a2YO3BGNrqrqNCaA/wHmAQe6u5ZSzLbS0nBOsEBBQbguLY03DxHJWSkVwWYlBcCDhCWOAN4gTI41BZhAmD06SQz7O+HocXszWwoUE4rfKWZ2JrAYOD56+T8JyyMtIPT8nrF9PHdfaGZjgX+a2ffd/Y1UPouIiNQvva54MuHzi64/IkuZ1DsHuPtnUaH7nJnNT/L6GcCuwD7Av6t6kebrqCWNG6voK7d5c7jWQQERqUKqPcElhBmiK3oS2AwcQQpFsLufVMVT35lZOjqH6PxKHl8EDKhwfyZhwiypbzZuhEWLYOHCb18WL4ZvvgkNXHljX1AQLkVFYVbM3r2/fenRY9tRYRERSYm7fxZdrzKzRwnFbVWnMQHMB35BOLg92t3nVBFX83XUhsJCDf8tV/49aHi4iFQh1SL4JGAToWB9BcC9eKNZyRJg51rKTfLJ2rXw0kvwr3+Fy/Zr+xUWQq9eocjt3j0c3S0/wltaGorir76Ct9+GRx759tHwBg1g993hkEPCZehQaNYsax9NRKSuMbMioIG7r4tujwKupurTmABw91fN7BzgSTMb7u6Ls5x6/lIRvI2KYBFJItUiuAsw1734VbOSio9/Q1iySCR9M2bA1Kmh6H3zTdiyJRSnI0bASSfBjjtu683t1Cn1ZR+2bIFly7b1JC9YAK+8An/4A9x4Y+gVPuCAUBAfeyzsskutfkwRqVrODGWe2CrJ82uzk0fu6AQ8GiZ7phFwv7s/bWZvUflpTP/l7k+YWQfgaTMb5u5fZjPxvNW0aVgSaOtWLZO0fn24bto03jxEJGelWgR/DvQxK+lU/oBZyY6Ec39W1kZiUk+VlsLDD8NNN8Frr4WGep99YMKEUJQOGVL9I7cNG4Yh0D16wPDh2x5fvx5efnlbb/OVV4bL6NHw4x/DYYfpDwcREcDdPwF2r+TxL6n8NKZJwKQK9+8hrBUs2dKnTxgVtWRJGDWVzz76KFz36RNvHiKSs1Itgp8GfgjMJswW2Z8wAUYj4KnaSU3qlZUr4c474bbbYPly+N734I9/hFNOgTZtspNDURGMGRMuEPK4+2649VY48siQ0wUXwOmnQ6skvUIiIiK5pF+/cD13rorguXPDdd++8eYhIjkr1SL4SuAQoHwaxxbR9WLCLM8ilVu/Hq67Dn7zm3CEevRo+NOfQiEad69rly5w1VVw+eXhPOKbboKLL4af/xwmTgy9w5pZUqRKnae9l/D5FQftkaVMROS/Bd+cOWFkUz6bMyecRtWuXdyZiEiOSqkKcS9eCQwCJhKWL3qKMGP0Xu7FK2otO6nb/vGPcGT6uuvghBNg/nx4+mk4/PD4C+CKCgpg/Hh49VV46y0YNgwuvRT23BP+XeUqHyIiIrmjXbtQ+JX3guazuXO39YyLiFQi1Z5g3Iv/Q5gZUiSxtWtDj+qkSTBwIEyfHgrLumDwYHjiiVDAX3hhyPunP4Wrr9Ysk8JvTzwy6WsunfxEFjKpvudfSH6u3MiDP85CJiJSY/r1UxHsHr6DU0+NOxMRyWEpFcFmJcOBc4CBhHOCZwO3uxdPr8XcpC5asAAOPTSs53vVVWFocV1bo9cMxo6Fgw6Cyy6DG24IE2k9/TR06BB3diJMnDixRl4jIvVM//5w772hEAwze+efZctg3brwXYiIVCFpEWxWMgG4ZruH+wMnmpX8P/fiX9dKZlL3zJ0bZnjevDnMwrz//nFnVD0tWsAdd8ARR4Th0iNGwPPPh3OJRTK09IqXk76m2/V1ZOSEiOSWfv1CAbhsGXTrFnc28SjvCddwaBFJIGERbFZyAKEALj+cuC663Ty6f61ZySvuxTpxMt/NnBl6gBs0gJdeql9HYMeOhaeeCsXw8OHwwgvQvXvcWYmISA6bt2vimYn7zp9X8286YEC4fuON/C2C33wzXNenv0NEpMYl6wk+l1D0zgTOcC9+D8CsZDDwZ0KP8PlAnSuCe13xZMLnF11/RJYyqQfeeScUwEVFoad0553jzqjmjRgBzz0XZrUeNgymTYPevePOStJwyzkvJH3N+bcfnIVMRERqyX77Qfv28OCDcOyxcWcTjylTwki09u3jzkREcliyKXr3AbYC48sLYAD34reBk6K7e9dSblIXrFsH3/8+tGwZJsCqjwVwuf32C73AX30Vhkdv2RJ3RiIiIts0agTHHRcmd1y/Pu5ssm/uXJg1C048Me5MRCTHJSuCOwNL3Ys/2P4J9+I5wBKgU20kJnXElVfCkiVw//350TO6115w661huNVNN8WdjYiIyLedeCJs2BBWOsg3kyeHCcGOPz7uTEQkxyUrgpsBnyV4fnn0GslHr70GN98M559f9yfBSseJJ8KRR4bZrxcujDsbERGRbYYNCxM4Tp4cdybZ5R4+84gRmsBSRJJKdk5wA2BPs5JPqni+K9smzZJ8smkTnHlmmHjjuuvizia7zOC228LMk2efDc8+m79LUYiISG5p2DD0hN5xRzh9p2XLuDPKiuafbIYPFsIll8SdiojUAamsE1wA9ErwvNdMKlKnPPEEzJsHjz4alhLKN926wdVXh8b23Xdh0KC4M6r3YplpVUSkLho/Ppyy89hjcMopcWeTFZ2mrQ8HAPJ1QjARSUuyIng6KnKlMlOnQtu2YVhwvjr5ZLj00vBdqAgWEZFcMWQI9OgB992XF0WwbXE6TfsaRo7UrNAikpKERbB78YFZykPqktJSePJJOOqoMBNlvmrfHoYODUXw1VfHnY2IiEhgBueeCxMmhJUbhg+PO6Na1fWf62i6ogxuPy/uVESkjkg2MZbId738MqxeDePGxZ1J/MaNC8sxfFLVafMiIiIxuOiicOrOZZeFSaPqqYYbtrLjpNWsGdAExo6NOx0RqSPyuBtPMvbii9CgAYwaFXcm8Tv8cPjJT2DaNNhxx7izyVkD7x2Y8PlZp83KUiYiInmiaVO45ho4/XSYMqXerp3bY8oaCtZsYeY1ndhbk1SKSIpUBEv6Vq+GVq2gqCjuTOJXvgzDmjU1HrrXFU8mfH7R9UdkJQYTWyV5fm3yGCIikn0nnwy/+10YFj1uHBQWxp1RjSr4ooyeD65l5YFFfNW3SdzpiEgdoiJY0rd+vQrgcuXfw9dff+vhztPeS7jZioP2qK2MREREgoYN4cYbYfTosLTfxRfHnVGN2vEvq7Ey5+Mz28adiojUMSqCqyNfe8iaNIGNG+POotY8/0KfpK8ZefDH4Ub599C0aS1mJCIikqFRo8Lll78MQ6Nbt447oxpRtGgzXZ9ax5JxLfmma+O40xGROkZFsKSvRQtYuxbKynJuduiJEyfWyGtStnp1uM7HtZJFRKRuuOEG2HPPsLb9PffEnU21WZmz6+8/p6xpAxae3CbudESkDsqtCkbqhsGDwzJJr75a75ddSOqXyIbwAAAUNElEQVSFF8L13nvHm4eIiNQrt5zzQtLXnH/7wakF2313uOqq0Bs8dCiceWbKeSy94uWkr+l2/bCU49WEPnf9h9azNzH7yo6UtWqY1fcWkfpBSyRJ+saMgYKCsD5uvps6FXbYAfbaK+5MREREqlZcDIceCuefDzNmxJ1Nxjq+9DU9H1rLknEtWXlw87jTEZE6SkWwpK9FCxg5Eh57rF6vPZjUN9/AM8/A0UeDlmUQEZFc1rAh3H8/dOgQZor+7LO4M0pbiw830feGz1nbt5CPzmkXdzoiUodpOLRkZtw4+NGPwtHkGuoFzcUhVwn985+wYUP4LkRERHJd+/bw+OPhVKbDD4fp06Fly7izSkmTFaXsfuUKylo24P2JnfDGOvgsIplTT7Bk5thjoW1buPBC2Lo17myyb8MGuPxy2GknGDEi7mxERERSs+ee8NBDMHs2HHdc3Vjt4Ysv2GPCChpsdt77VRc2t1cfjohUj4pgyUy7dvC734XJsW69Ne5ssu8Xv4BPPoG77grnR4uIiNQVo0eH9uu558KB3FweGv3++7D33jRZXsb7V3difS+1uSJSfSqCJXOnnhrWHpwwARYvjjubrGnxwSb4/e/h7LPVCywiInXTGWfAI4/AnDnhtKbXXos7o+968EHYbz/YvJkZf+jCmt2bxp2RiNQTGk8Ss4H3Dkz4/KzTZmUpkwyYwR13QP/+cNpp4RzZpvW7gWq0dgv9fr0KOncO6y6KiIjkqN+eeGTS11z6+uthgscDDwwju9JYPqnWbN0KP/85XHddKIIffpiv5g2NOysRqUdUBEv19OoFt9+On3oqS3p1Z+oBgyltXPludenkJ7KbWw0r+E8Ze16+nKbLy+Cff4FWreJOSUREpHoGDIC33oKTToKzzoJ33w2jnRo3jieftWvhBz+AJ58M+dx8MxQWwrx40hGR+knDoaX6TjmFp/bdnW6ff8mx09+kYHNp3BnVuMLPyxj0k1AAz7yuc1giSkREpD5o2zYUnZddBrfcAvvuG5YAzOYyiFu2wH33wR57hPe+5Ra4885QAIuI1DAVwVIj5vXsxhNDBtH5P2s4/qU3aLppc9wp1Zgmy0sZdMlnFH5ZxrvXd2H1nvV7yLeIiOShRo3gxhvDebirV8OYMXDQQRQsreXTstzZdf582H33MNdI69YwbRqcd1447UpEpBaoCJYa81H3Ljx+wF60X7uOU5+ZTq/lq+JOqXrc6fzcOvb90VIar9vKuzd2Ye3AJnFnJSIiUnuOOw7mz4f/+z+YP5+Ofzufdg/9jMJP3oCtZTX2No1KS+k/ezZn3X034ydPhtJSmDwZ3nkHhur8XxGpXTonuB6Yt2vfhM/3nZ/4RJpbznkh6Xucf/vBKeXySddO/H3k/hz2xnsc+/JbvN+7Oy/vtisbC+vWkgaFK8vY+ZYv6PjvDawZ0IQ5P+vAxq4xnR8lIiKSTYWFcMEFcMYZrD38JzR/8wE6fPwaW5q3Y0O/Q9nYZz82dekHjdMbqly4cSM9lixh1/nz6T9nDk02bWJNq1Y8dtRRHP3II6E3WkQkC/RrIzVuVZtW/PXQoRww+0P2+nAhOy1bwcsDdw1HeeOaaCNVGzbQ8+9r6P3X1eDw0dltWXxcK2ioIVkiIpJniopYt9/JrNv7BJp8/BpFs5+m+dsP0uLNB/AGjdjcpS+lnb4H7V6Hnj3DygkFBeFc4k2bYNky+PRTjvrHP+j62Wd0WrmSBu5sbtyYuf36MXO33VjUuzduxtEqgEUki/SLI7ViS8OGTN+9L3N6dWPkjNmMemcW9O4N554b1tft0CHuFL/t00/D0hB33cX3Vq9m1dBmfHReOzZ2yvGiXUREpLY1KmDjLiPYuMsIbOM6CpfNpnDxexQsmUmzOc/B5Y8m3HzXZs1Y1bEj04cP59OePVnarRuluX5QXETqNRXBUqu+bNWCKQcOoffyVXy/WVu46ir45S9h/Hi48EIYNCi+5NzhpZfgppvgscfCBBzHHMM7B/ybNbtp8isREZHteZMWbOyzHxv77Pffx7pN2A0WL4aVK8OoL7PQI9y1K/TowY033BBjxiIi36UiWGqfGQu7doLJT4TJNm6+GSZNgnvvhd12g1Gj4JBDsNIGeOPanXiqcONGmDoV/vWvsATDggXQrh1cfnnope7RgzUv9KnVHEREROqVVq1g4MBwERGpA1QES3btumsogq+9NhTCjz0WemJ/8xu6NmzMph0GsKnXYDZ37U9Z665sadEBGjTM6K0abNlCq7Vrabt6NT0+/ZQdFy5kh2XLQg9ws2YwYgRMmAAnnQRN1fMrIiIiIpIPVARLPFq1gosuCpf16+GVV/j6F5MoXPQOrabf9d+XeYOGbGnZibJWXdjSqjM0fwmKisIEW+WTb5SWwubNsG4d46ZOpfWaNbRes4aWX31FA3cAtpqxbIcdeHnoUEZccw0MGRK2FxERERGRvKIiWOJXVASjR7N2WjMAGqxfTePPP6bRmuU0XLucRmuX03DNcposeBV+/mTCUDu2aMGa1q35tGdP1rRuzerWrVnTpg0rOndmY5Mw1HrE8OG1/pFERERERCQ3qQiWnLO1qA2bigazqZLnuk3cGzZu3Nb7a7atV7hpU3533XVZz1dEREREROoOFcFStzRpEi4iIiIiIiIZaBB3AomY2Rgz+8DMFpjZFdFjL5rZ4Oh2LzP7yMxGx5upiIhIflDbLCIidV3O9gSbWUPgFuBQYCnwlpk9XuH5bsAzwKXu/kw8WYqIiOQPtc0iIlIf5HJP8D7AAnf/xN03Aw8AR0fPdQaeBa5y98erCiAiIiI1Sm2ziIjUeebREjK5xsyOA8a4+1nR/VOAfYEBwG6ERvbWJDHOBs6O7u4CfJDg5e2BL6qZtmLUbIxcyEExFKO2Y+RCDoqRfoye7t6hmu9R56htVowcyUExFKO2Y+RCDoqRfoyU2+acHQ4NWCWPlVfs/wJOMbNJ7r6hqgDufidwZ0pvZva2uw9OP03FqK0YuZCDYihGbcfIhRwUo3Zi1FNqm/M8Ri7koBiKUdsxciEHxaidGOVyeTj0UqB7hfvdgM+i2zcAbwAPmlkuF/IiIiL1idpmERGp83K5CH4L2MnMeptZATAeqHiO0SXAV8DdZlbZkWkRERGpWWqbRUSkzsvZItjdy4ALCLNMzgOmuPucCs87cBrQhXD0ubpSGpqlGFmNkQs5KIZi1HaMXMhBMWonRr2jtlkxciQHxVCM2o6RCzkoRu3EAHJ4YiwRERERERGRmpazPcEiIiIiIiIiNU1FsIiIiIiIiOQNFcGAmY0xsw/MbIGZXZHB9n82s1VmNjvD9+9uZtPMbJ6ZzTGzizKI0cTM3jSzmVGMkkxyiWI1NLN3zeyJDLdfZGazzOw9M3s7wxitzewhM5sffS/7pbn9LtH7l1++MrOLM8jjkuj7nG1mfzezJhnEuCjafk6qOVS2T5lZWzN7zsw+iq7bZBDj+CiPrWaWdIr5KmLcGP27vG9mj5pZ6wxi/DLa/j0ze9bMuqYbo8Jzl5mZm1n7NHOYaGbLKuwjh2eSg5n9OPr9mGNmCc+BrCKPyRVyWGRm72UQYw8ze738/5yZ7ZNBjN3N7LXo/+4/zKxlkhiV/m6lup8m2D7lfTRBjJT30QQx0tpHpeaZ2ubtY6lt3hZHbbPa5oQ5mNpmtc3JuHteX4CGwMfAjkABMBPol2aM4cAgYHaGOXQBBkW3WwAfZpCDAc2j240Jy1QMyTCfnwD3A09kuP0ioH01/13uBc6KbhcArav5b7yCsIB2OtvtACwEmkb3pwCnpxljADAbaEZYl/tfwE6Z7FOESWauiG5fAfw6gxh9gV2AF4HBGeYxCmgU3f51hnm0rHD7QuD2dGNEj3cnTNDzaaJ9roocJgKXpfFvWVmMg6J/08LofsdMPkeF538L/CKDPJ4FDotuHw68mEGMt4AR0e0fAr9MEqPS361U99ME26e8jyaIkfI+miBGWvuoLjV7QW1zZbHUNrva5gQx1DZve0xts6ttTnZRTzDsAyxw90/cfTPwAHB0OgHcfTrwn0wTcPfl7j4jur2OMOPmDmnGcHf/OrrbOLqkPeuZmXUDjgD+lO62NSU6yjUcuBvA3Te7+5pqhBwJfOzun2awbSOgqYU1L5uxbT3MVPUFXnf3DR5mVX0JOCbZRlXsU0cT/gAhuh6Xbgx3n+fuH6SYe1Uxno0+C8DrhHVC043xVYW7RSTZVxP8H/s9cHk1tk9ZFTHOBa53903Ra1ZlmoeZGXAC8PcMYjhQfnS4FUn20ypi7AJMj24/BxybJEZVv1sp7adVbZ/OPpogRsr7aIIYae2jUuPUNlegtvk71DarbU4UQ20zapuTUREcdowlFe4vJc1GriaZWS9gT8LR4nS3bRgN11gFPOfuaccA/kD44dqawbblHHjWzN4xs7Mz2H5H4HPgHgtDv/5kZkXVyGc8SX68KuPuy4DfAIuB5cBad382zTCzgeFm1s7MmhGOBHZPN5dIJ3dfHuW2HOiYYZya9EPgqUw2NLNrzWwJ8APgFxlsPxZY5u4zM3n/yAXRsJo/VzU0KImdgWFm9oaZvWRme1cjl2HASnf/KINtLwZujL7P3wATMogxGxgb3T6eNPbT7X630t5Pq/O7l0KMlPfR7WNUdx+ValHb/G1qmyNqm1Oitllts9rmJFQEh6FK24vliL+ZNQceBi7e7khHStx9i7vvQTiyso+ZDUjz/Y8EVrn7O+m+93YOcPdBwGHA+WY2PM3tGxGGg9zm7nsC6wlDN9JmZgWEH48HM9i2DeHIWW+gK1BkZienE8Pd5xGGfDwHPE0Y0leWcKM6wsyuJHyWv2Wyvbtf6e7do+0vSPO9mwFXUr3C5DagD7AH4Q+p32YQoxHQBhgC/BSYEh01zsRJZPAHYeRc4JLo+7yEqKcmTT8k/H99hzD0aHMqG1X3d6u62yeKkc4+WlmM6uyjUm1qm7e9v9rmb2+rtjkBtc2A2ma1zSlQERyOLlc8qtKN9IfVVJuZNSb8I//N3R+pTqxoeNKLwJg0Nz0AGGtmiwhDzw42s79m8P6fRdergEcJw9rSsRRYWuFo+UOEhjcThwEz3H1lBtseAix098/dvRR4BNg/3SDufre7D3L34YRhLpkcTQRYaWZdAKLrhMN7apOZnQYcCfzA3av7h+n9JBneU4k+hD+AZkb7azdghpl1TjWAu6+M/jjdCtxF+vsphH31kWjI45uEXpoqJwGpSjSk7/vA5AxyADiNsH9C+KMy7c/i7vPdfZS770Vo8D9Otk0Vv1sp76c18btXVYx09tEU8shkH5XqUdu8jdrmb1PbXAW1zf+ltlltc1IqgsMJ5zuZWe/oyOR44PFsJhAdnbobmOfuv8swRgeLZlkzs6aERmJ+OjHcfYK7d3P3XoTv4QV3T+voqpkVmVmL8tuEk+DTmpnT3VcAS8xsl+ihkcDcdGJUUJ0jeIuBIWbWLPo3Gkk4JyEtZtYxuu5B+DHNNJ/HCT+oRNePZRinWsxsDPAzYKy7b8gwxk4V7o4l/X11lrt3dPde0f66lDCBwoo0cuhS4e4xpLmfRqYCB0fxdiZMFPNFBnEOAea7+9IMtoVQHIyIbh9MBn/MVdhPGwBXAbcneX1Vv1sp7ac19LtXaYx09tEEMaq1j0q1qW2OqG3+DrXNlVDb/C1qm9U2J+cZzqhVny6Ec0E+JBxduTKD7f9OGLJRSvgPf2aa2w8lDPN6H3gvuhyeZozdgHejGLNJMotdCvEOJIMZKAnnDM2MLnMy+T6jOHsAb0efZyrQJoMYzYAvgVbV+B5Kov9gs4H7iGYaTDPGy4Q/FGYCIzPdp4B2wPOEH9HngbYZxDgmur0JWAk8k0GMBYRz9cr31WSzR1YW4+HoO30f+AdhsoOM/4+RZNbTKnK4D5gV5fA40CWDz1EA/DX6LDOAgzP5HMAk4Jxq7BtDgXeifewNYK8MYlxE+B38ELgesCQxKv3dSnU/TbB9yvtoghgp76MJYqS1j+pS8xfUNlcW70DUNoPaZrXNiWOobVbbnPRi0RuJiIiIiIiI1HsaDi0iIiIiIiJ5Q0WwiIiIiIiI5A0VwSIiIiIiIpI3VASLiIiIiIhI3lARLCIiIiIiInlDRbCIiIiIiIjkjUZxJyAiNcOs5EXCouyfuhf3qvD4gcC06O4Z7sWTsp2biIhIPlLbLJKb1BMsIjXOrKSRWYnFnYeIiIgEaptFtlFPsEgeMivpAVwDjALaAauAJ4Gr3ItXRa+ZBJxGhaPXZiWnA/dEYXq7Fy+q+DpgIlAM9ATaAmuy8XlERETqOrXNItmjnmCRPGNW0hF4DTgFaA18CHQA/hd4xaykeYahuwJ3A5sJDbeIiIikQG2zSHapCBapf3qalXj5hW3nHJU7n9AoOjDMvbg/MDZ6bifgjAzftzFwnnvxLkAXYG2GcUREROobtc0iOUTDoUXqn83AuxXutwT6Vri/d3S9wL34LQD34qfNSlYDbYDBGb7vN8BdUTzPMIaIiEh9pLZZJIeoCBapf5a7Fw8pv7PdDJQVJWsMy59vWOGxVglev8q9eGtKGYqIiOQXtc0iOUTDoUXyz1vR9U5mJXsDmJWMIRxpBng7ui4/d6ijWUkLs5IGwNHZS1NERCRvqG0WySIVwSL55xZgOWDAy2Yls4HHo+cWsG2Gyeej6wJgBvAeYa1DERERqVlqm0WySEWwSJ6JllkYAtxHWCZhF+Bz4E/AAe7FX0evexa4CviMMJnG/Oi+iIiI1CC1zSLZZe46R15ERERERETyg3qCRUREREREJG+oCBYREREREZG8oSJYRERERERE8oaKYBEREREREckbKoJFREREREQkb6gIFhERERERkbyhIlhERERERETyhopgERERERERyRv/HzV1TUnkkgUZAAAAAElFTkSuQmCC%0A" width="640" /></div><h4 style="text-align: left;">Distribution of Trip Duration</h4><div><img height="297" 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%0A" width="640" /></div><div><br />
</div><h4 style="text-align: left;">Trip Duration vs Trip Distance</h4><div><img height="340" 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%0A" width="640" /></div><div style="text-align: justify;">And also a bunch of interesting facts we can glean from this dataset.</div><div style="text-align: justify;">However, while trying to do this, I realized it's pretty hard to work on a huge dataset in jupyter directly if you load the whole dataset into a dataframe anyway.</div><div style="text-align: justify;"><br />
</div><div style="text-align: justify;">I used OmniSci's Cloud interface to load up my data and then connect to that dataset using pymapd to read the sql data.</div><div style="text-align: justify;">What I did not do was to be smart and utilize OmniSci's super powerful mapd core and slice and dice the dataset in the cloud itself. Which cloud have saved me a lot of time. For example, the query I was running on one-sixth of the whole dataset was taking 25 minutes.</div><div style="text-align: justify;"><br />
</div><div style="text-align: justify;">You can take a look at some of my rough ideas, tries and more graphs in this <a href="https://github.com/rabimba/uber_analysis_mapd/blob/master/uberFinal1.ipynb" rel="nofollow" target="_blank">Jupyter Notebook</a>.</div><div style="text-align: justify;"><br />
</div><div style="text-align: justify;">However, it seems OmniSci also has a super helpful visualization web interface as part of OmniSci Cloud called <b>Immerse</b>. And I was able to cook up these dashboards in less than 5 minutes.</div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgfEmmSJctfPoKne0oAPy6kEVFY0AjsRXOLX2CfIfEcNiigBcjRNaqumr2gnKH1StPTysQ4MPFpSThLlNvBHWpETC6RdJ1oKMkLKbcDmNsi7_VYbqzlXtwiS_lPxW0wEVq9OVQavA0zKBc/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="393" data-original-width="1600" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgfEmmSJctfPoKne0oAPy6kEVFY0AjsRXOLX2CfIfEcNiigBcjRNaqumr2gnKH1StPTysQ4MPFpSThLlNvBHWpETC6RdJ1oKMkLKbcDmNsi7_VYbqzlXtwiS_lPxW0wEVq9OVQavA0zKBc/s1600/Capture.PNG" /></a></div><div style="text-align: justify;"><br />
</div><div style="text-align: justify;">And Immerse was able to crunch through the whole dataset (not one-sixth) almost instantly and produce these charts for me. I am pretty impressed with it so far. And it seems with help of pymapd and crafting some sql queries, I should be able to harness this speed as well. </div><div style="text-align: justify;">That would be my next try probably.<br />
<br />
<h3>What's Next:</h3><div>Since I realized how powerful OmniSci Immerse can be and starting to play with pymapd. My next pet project is merging Uber Movement's yearly data with ward based time series data. So that we can recreate the whole dataset and analyze some of the interesting aspects of it as we did above. I am mostly interested to see (preferably in Bengaluru data)</div><div><ul><li>Uber's growth through time (and specific activity growth in different wards)</li>
<li><b>Figuring from historical time series which wards and routes have most traffic in which hour </b><i>(this also should let us predict which areas may face surge pricing)</i></li>
<li>See if the growth has saturated in any specific place (should give us upper threshold for that area)</li>
<li>If an increase in Uber Demand directly co-relate to travel time (maybe the increased demand is causing traffic?)</li>
<li>Can we load it up in kepler.gl (more specifically using this <a href="http://kepler.gl/#/demo/nyctrips" rel="nofollow" target="_blank">demo</a> as a template) and have a nice timeseries visualization?</li>
</ul><div>Should be a fun project!<br />
<br />
<h2>Update:</h2><div>Since I wrote this post I was also playing with what we can do if we visualize this data in VR. And I have a preliminary asnwer :D</div><div><blockquote class="twitter-tweet" data-lang="en"><div dir="ltr" lang="en">And here I am back. Took a very very small amount of data (as a toy example), connected onmnisci cloud with nodejs and with <a href="https://twitter.com/hashtag/WebVR?src=hash&ref_src=twsrc%5Etfw">#WebVR</a> in Oculus Rift here we are :D <br />
(I know the labelling is all messed up, but will fix that later) <a href="https://t.co/d8gIDnoWiV">pic.twitter.com/d8gIDnoWiV</a></div>— Rabimba Karanjai (@rabimba) <a href="https://twitter.com/rabimba/status/1068081812587638786?ref_src=twsrc%5Etfw">November 29, 2018</a></blockquote><script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script><br />
<blockquote class="twitter-tweet" data-conversation="none" data-lang="en"><p lang="en" dir="ltr">Meanwhile I realized it might be fun to see this data in a more visual way in <a href="https://twitter.com/hashtag/WebVR?src=hash&ref_src=twsrc%5Etfw">#WebVR</a>. This is not yet complete. But you can already see a small amount in a Oculus Device (or mobile) <br><br>(I know the labelling is messed up. Will fix that later) <a href="https://t.co/MTUbw8wvMI">pic.twitter.com/MTUbw8wvMI</a></p>— Rabimba Karanjai (@rabimba) <a href="https://twitter.com/rabimba/status/1068084541372420097?ref_src=twsrc%5Etfw">November 29, 2018</a></blockquote><script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script><br />
<br />
</div><div><br />
</div></div></div></div></div>Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-86096277589300263792018-10-30T04:30:00.001-05:002019-02-13T01:00:37.688-06:00ARCore and Arkit, What is under the hood: SLAM (Part 2)<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzynRvuZjab8lm4iwI4tY5L76nMMvmJwprvmNvY01Qx-EmIc9rim0fTHBIGL5BcrYPWGhgAefhLxmG1IgqP798tm0Wnai7fIIb9EnHaa2Q5bDlcOwUPK0d-L7OQPs_R3OkuXZJKamr2Gg/s1600/arcore-arkit.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="310" data-original-width="490" height="202" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzynRvuZjab8lm4iwI4tY5L76nMMvmJwprvmNvY01Qx-EmIc9rim0fTHBIGL5BcrYPWGhgAefhLxmG1IgqP798tm0Wnai7fIIb9EnHaa2Q5bDlcOwUPK0d-L7OQPs_R3OkuXZJKamr2Gg/s320/arcore-arkit.jpg" width="320" /></a></div>
<div style="text-align: justify;">
In our last blog post (<a href="https://blog.rabimba.com/2018/10/arcore-and-arkit-what-is-under-hood.html" target="_blank">part 1</a>), we took a look at how algorithms detect keypoints in camera images. These form the basis of our world tracking and environment recognition. But for Mixed Reality, that alone is not enough. We have to be able to calculate the 3d position in the real world. It is often calculated by the spatial distance between itself and multiple keypoints. This is often called Simultaneous Localization and Mapping (SLAM). And this is what is responsible for all the world tracking we see in ARCore/ARKit.</div>
<div style="text-align: justify;">
<br /></div>
<h3 style="text-align: justify;">
What we will cover today:</h3>
<div>
<ul style="text-align: left;">
<li>How ARCore and ARKit does it's SLAM/Visual Inertia Odometry</li>
<li>Can we D.I.Y our own SLAM with reasonable accuracy to understand the process better</li>
</ul>
</div>
<h2 style="text-align: justify;">
Sensing the world: as a computer</h2>
<div style="text-align: justify;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj4WpvC6OP8SFObeqNm1rTwEUALJUc5ewtoD1zuQHfB4TWloRRxVyDnrhA3fWvAfAkHZFioysRxvEST4YIBOpdEI5QPEIQwebUjfmAyn06LFp4LVr08tYgTADIVgaQkoz9xTKUp1XDT9qc/s1600/photo_2018-10-30_00-55-46.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj4WpvC6OP8SFObeqNm1rTwEUALJUc5ewtoD1zuQHfB4TWloRRxVyDnrhA3fWvAfAkHZFioysRxvEST4YIBOpdEI5QPEIQwebUjfmAyn06LFp4LVr08tYgTADIVgaQkoz9xTKUp1XDT9qc/s320/photo_2018-10-30_00-55-46.jpg" width="180" /></a>When we start any augmented reality application in mobile or elsewhere, the first thing it tries to do is to detect a plane. When you first start any MR app in ARKit, ARCore, the system doesn't know anything about the surroundings. It starts processing data from camera and pairs it up with other sensors.</div>
<div style="text-align: justify;">
Once it has those data it tries to do the following two things</div>
<div style="text-align: justify;">
<ol>
<li><b>Build a point cloud mesh</b> of the environment by building a map</li>
<li><b>Assign a relative position of the device</b> within that perceived environment</li>
</ol>
<div>
From our <a href="https://blog.rabimba.com/2018/10/arcore-and-arkit-what-is-under-hood.html" target="_blank">previous article</a>, we know it's not always easy to build this map from unique feature points and maintain that. However, that becomes easy in certain scenarios if you have the freedom to place <i>beacons</i> at different known locations. Something <a href="https://blog.rabimba.com/2017/03/mozilla-festival-recap.html" target="_blank">we did at Mozfest 2016</a> when Mozilla still had the Magnets project which we had utilized as our beacons. A similar approach is used in a few museums for providing turn by turn navigation to point of interests as their indoor navigation system. However Augmented Reality systems don't have this luxury.</div>
</div>
<h2 style="text-align: justify;">
A little saga about relationships</h2>
<div>
We will start with a map.....about relationships. Or rather "<a href="https://pdfs.semanticscholar.org/76a6/c5352a0fbc3fec5395f1501b58bd6566d214.pdf" target="_blank">A Stochastic Map For Uncertain Spatial Relationships</a>" by Smith et al. </div>
<div>
In the real world, you have precise and correct information about the exact location of every object. However in AR world that is not the case. For understanding the case lets assume we are in an empty room and our mobile has detected a <b>reliable unique anchor (A)</b> (or that can be a stationary beacon) and our position is at <b>(B). </b><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_TJ-w_BDfDt9e9lDvx5I56dVOFdp2zF01bzv1nziU0BY650ZIpMcH1uieC4l0dyf730cy-SgQIXsguaulE6ah9Ri2m-QsPO8-rdxcGGJJ5A71qbJVThn8NlIzaVaaMZuKRFslOVlzKBQ/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="314" data-original-width="398" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_TJ-w_BDfDt9e9lDvx5I56dVOFdp2zF01bzv1nziU0BY650ZIpMcH1uieC4l0dyf730cy-SgQIXsguaulE6ah9Ri2m-QsPO8-rdxcGGJJ5A71qbJVThn8NlIzaVaaMZuKRFslOVlzKBQ/s1600/Capture.PNG" /></a></div>
In a perfect situation, we know the distance between A and B, and if we want to move towards <b>C</b> we can infer exactly how we need to move.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjjWkiTgIQ1ayr9CwyE0oqQ9YqitL3f4U_Q1OuO7gxiaclN8BYP54Xw70lOsNpgj18ajdTjnCpGuIN-T4PMHSJtiiOQobhxvATQkSmcY1GFaRkXKRBl1S0kKczO3SzgRHG6mqHnOaRNAPE/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="311" data-original-width="399" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjjWkiTgIQ1ayr9CwyE0oqQ9YqitL3f4U_Q1OuO7gxiaclN8BYP54Xw70lOsNpgj18ajdTjnCpGuIN-T4PMHSJtiiOQobhxvATQkSmcY1GFaRkXKRBl1S0kKczO3SzgRHG6mqHnOaRNAPE/s1600/Capture.PNG" /></a></div>
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<div style="text-align: justify;">
Unfortunately, in the world of AR and SLAM we need to work with imprecise knowledge about the position of A and C. This results in uncertainties and the need to continually correct the locations. </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRG_CztoVhzDTii2kMPLvfmqj55LcNst0IsYl5j6hNZF3ZjKRveFe95fj5vBGFOc7N8QI7QGY1NEM5gDK1dDUjs_lT6Ec_JouJA5_WQkRqvd4rUq5MTcjz5455SHcI2jwox-CCkfGySh0/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="336" data-original-width="421" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRG_CztoVhzDTii2kMPLvfmqj55LcNst0IsYl5j6hNZF3ZjKRveFe95fj5vBGFOc7N8QI7QGY1NEM5gDK1dDUjs_lT6Ec_JouJA5_WQkRqvd4rUq5MTcjz5455SHcI2jwox-CCkfGySh0/s1600/Capture.PNG" /></a></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
The points have a relative spatial relationship with each other and that allows us to get a probability distribution of every possible position. Some of the common methods to deal with the uncertainty and correct positioning errors are <b>Kalman </b><b>Filter </b>(this is what we used in Mozfest), <i>Maximum Posteriori Estimation</i> or <i>Bundle Adjustment. </i></div>
<div style="text-align: justify;">
Since these estimations are not perfect, every new sensor update also has to update the estimation model.</div>
<h3 style="text-align: left;">
Aligning the Virtual World</h3>
</div>
<div>
To map our surroundings reliably in Augmented Reality, we need to continually update our measurement data. The assumptions are, every sensory input we get contains some inaccuracies. We can take help from Milios et al in their paper "<a href="https://link.springer.com/article/10.1023/A:1008854305733" target="_blank">Globally Consistent Range Scan Alignment for Environment Mapping</a>" to understand the issue. </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/AVvXsEgyLOyJH7cRKa8zrzF0Rp0KB2mD_i1nFtHUKVJuxD7yeps4myuJzibjbSQKv399JaOi8MOOsmhGlBoeXCxc_Ja-V4uXJsDE8jRRbPfznVjkkt3mGHQzemkRTc05bSuzySDy0CVBRKe3tbs/s1600/Capture.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="295" data-original-width="619" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgyLOyJH7cRKa8zrzF0Rp0KB2mD_i1nFtHUKVJuxD7yeps4myuJzibjbSQKv399JaOi8MOOsmhGlBoeXCxc_Ja-V4uXJsDE8jRRbPfznVjkkt3mGHQzemkRTc05bSuzySDy0CVBRKe3tbs/s1600/Capture.PNG" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><em>Image credits: Lu, F., & Milios, E. (1997). Globally consistent range scan alignment for environment mapping</em></td></tr>
</tbody></table>
<div>
Here in figure a, we see how going from position P1....Pn accumulates little measurement errors over time until the resulting environment map is wrong. But when we align the scan sin fig b, the result is considerably improved. To do that, the algorithm keeps track of all local frame data and network spatial relations among those.</div>
<div>
A common problem at this point is how much data to store to keep doing the above correctly. Often to reduce complexity level the algorithm reduces the keyframes it stores.</div>
<div>
<br /></div>
<h2 style="text-align: left;">
Let's build the map a.k.a SLAM</h2>
<div>
To make Mixed Reality feasible, SLAM has the following challenges to handle</div>
<div>
<ol style="text-align: left;">
<li>Monocular Camera input</li>
<li>Real-time</li>
<li>Drift</li>
</ol>
<h3 style="text-align: left;">
Skeleton of SLAM</h3>
</div>
<div>
How do we deal with these in a Mixed Reality scene?</div>
<div>
We start with the principles by Cadena et. al in their "<a href="https://ieeexplore.ieee.org/abstract/document/7747236/" target="_blank">Past, Present, and Future of Simultaneous Localization and Mapping: Toward the Robust-Perception Age</a>" paper. From that paper, we can see the standard architecture of SLAM to be something like</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/AVvXsEi81_xUKcM_SlsqX5E2_IP3H2ay09tNvP0iWEtYRqSLrw8F_1lQ9zIk8_9K5QhfjTOW54Ya3ZO2rzu64SjltbdDW_9Kq9RnMpXkSE9OraMKpwsjIjFkjDDJ4UDwIUqjBUyzLG-hYgKzOxw/s1600/Capture.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="219" data-original-width="508" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi81_xUKcM_SlsqX5E2_IP3H2ay09tNvP0iWEtYRqSLrw8F_1lQ9zIk8_9K5QhfjTOW54Ya3ZO2rzu64SjltbdDW_9Kq9RnMpXkSE9OraMKpwsjIjFkjDDJ4UDwIUqjBUyzLG-hYgKzOxw/s1600/Capture.PNG" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Image Credit: Cadena et al</td></tr>
</tbody></table>
<div>
If we deconstruct the diagram we get the following four modules</div>
<div>
<ol style="text-align: left;">
<li><b>Sensor</b>: On mobiles, this is primarily Camera, augmented by accelerometer, gyroscope and depending on the device light sensor. Apart from Project Tango enabled phones, nobody ahd depth sensor for Android.</li>
<li><b>Front End:</b> The feature extraction and anchor identification happens here<a href="https://blog.rabimba.com/2018/10/arcore-and-arkit-what-is-under-hood.html" target="_blank"> as we described in previous post</a>.</li>
<li><b>Back End</b>: Does error correction to compensate for the drift and also takes care of localizing pose model and overall geometric reconstruction.</li>
<li><b>SLAM estimate</b>: This is the result containing the tracked features and locations.</li>
</ol>
<div>
To better understand it, we can take a look at one of the open source implementations of SLAM.</div>
</div>
<div>
<br /></div>
<h3 style="text-align: left;">
D.I.Y SlAM: Taking a peek at ORB-SLAM</h3>
<div>
To try our hands on to understand how SLAM works let's take a look at a recent algorithm by Montiel et al called <a href="http://webdiis.unizar.es/~raulmur/orbslam/" target="_blank">ORB-SLAM</a>. We will use the code of its successor <a href="https://github.com/raulmur/ORB_SLAM2" target="_blank">ORB-SLAM2</a>. The algorithm is available in Github under GPL3 and I found this excellent blog which goes into nifty details on <a href="https://medium.com/@j.zijlmans/orb-slam-2052515bd84c" target="_blank">how we can run ORB-SLAM2 in our computer</a>. I highly encourage you to read that to avoid encountering problems at the setup.</div>
<div>
His talk is also available here to see and is very interesting</div>
<iframe allow="autoplay; encrypted-media" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/ufvPS5wJAx0" width="560"></iframe><br />
<div>
<br />
ORB-SLAM just uses the camera and doesn't utilize any other gyroscope or accelerometer inputs. But the result is still impressive.<br />
<h4 style="text-align: left;">
<ol style="text-align: left;">
<li>Detecting Features: <span style="font-weight: normal;">ORB-SLAM, as the name suggests uses <a href="https://ieeexplore.ieee.org/abstract/document/6126544/" target="_blank">ORB </a>to find keypoint and generate binary descriptors. Internally ORB is based on the same method to find keypoint and generating binary descriptors <a href="https://blog.rabimba.com/2018/10/arcore-and-arkit-what-is-under-hood.html" target="_blank">as we discussed in part 1 for BRISK</a>. In short ORB-SLAM analyzes each picture to find keyframe and then store it with a reference to the keyframe in a map. These are utilized in future to correct historical data.</span></li>
<li>Keypoint > 3d landmark<span style="font-weight: normal;">: The algorithm looks for new frames from the image and when it finds one it performs keypoint detection on it. These are then matched with the previous frame to get a spatial distance. This so far provides a good idea on where it can find the same key points again in a new frame. This provides the initial camera pose estimation. </span></li>
<li>Refine Camera Pose<span style="font-weight: normal;">: The algorithm repeats Step 2 by projecting the estimated initial camera pose into next camera frame to search for more keypoint which corresponds to the one it already knows. If it is certain it can find them, it uses the additional data to refine the pose and correct any spatial measurement error.</span></li>
</ol>
<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/AVvXsEjyi2sTMIcGcFwUtw7YEzPnm1xsk1Npr9MspAoCFFj7s5cRgyAFMvK88udPmDsD_XuEQ_oy-6dJSfkER-reT4mrEXnWuTQMsHCYn1rbnuGgLN-AAhp8iNYfMWV5W9VGYf67xubr6hOc0cM/s1600/Capture.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="421" data-original-width="756" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjyi2sTMIcGcFwUtw7YEzPnm1xsk1Npr9MspAoCFFj7s5cRgyAFMvK88udPmDsD_XuEQ_oy-6dJSfkER-reT4mrEXnWuTQMsHCYn1rbnuGgLN-AAhp8iNYfMWV5W9VGYf67xubr6hOc0cM/s1600/Capture.PNG" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">green squares = tracked keypoints. Blue boxes: keyframes. Red box = camera view. Red points = local map points.<br />
<em>Image credits: ORB-SLAM video by Raúl Mur Artal</em></td></tr>
</tbody></table>
</h4>
<h3 style="text-align: left;">
<br />Returning home a.k.a Loop Closing</h3>
<div>
<span style="font-weight: normal;">One of the goals of MR is when you walk back to your starting point it should understand you have returned. The inherent inefficiency and the induced error make it hard to accurately predict this. This is called loop closing for SLAM. ORB-SLAM handles it by defining a threshold. It tries to match keypoints in a frame with next frames and if the previously detected frames matching percentage exceeds a threshold then it knows you have returned.</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/AVvXsEgpNj75nwZStXugOM8M0SRgpdAkf5Dm98uXqUh5b0o_OHGnujDoQTjm8G4pHkZXHukQlWtuSESQWs6n5GraHtMFNlL-iPv0bvRAB7vDwehGrk7kilMwzhmwQfmFrFmNaSAO5aBRO6lkxbM/s1600/Capture.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="270" data-original-width="528" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgpNj75nwZStXugOM8M0SRgpdAkf5Dm98uXqUh5b0o_OHGnujDoQTjm8G4pHkZXHukQlWtuSESQWs6n5GraHtMFNlL-iPv0bvRAB7vDwehGrk7kilMwzhmwQfmFrFmNaSAO5aBRO6lkxbM/s1600/Capture.PNG" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Loop Closing performed by the ORB-SLAM algorithm.<br />
<em>Image credits: Mur-Artal, R., Montiel</em></td></tr>
</tbody></table>
<div>
<span style="font-weight: normal;">To account for the error, the algorithm has to propagate coordinate correction throughout the whole frame with updated knowledge to know the loop should be closed</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/AVvXsEijdF7k0msHPycam9q9YWXldbJq8-nJnh5vKeieXC2EjZE7zE6I7hmUsyPn-BeW2jGmYg3AXX-Ad_HlF8Z7_sJ66r_zX4kHYPihz2SLws5aS2opZVP1ceAU_AYzbRKuxaIsUiYKrXKUhH0/s1600/Capture.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="714" data-original-width="603" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEijdF7k0msHPycam9q9YWXldbJq8-nJnh5vKeieXC2EjZE7zE6I7hmUsyPn-BeW2jGmYg3AXX-Ad_HlF8Z7_sJ66r_zX4kHYPihz2SLws5aS2opZVP1ceAU_AYzbRKuxaIsUiYKrXKUhH0/s1600/Capture.PNG" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The reconstructed map before (up) and after (down) loop closure.<br />
<em>Image credits: Mur-Artal, R., Montiel</em></td></tr>
</tbody></table>
<h2 style="text-align: left;">
<span style="font-weight: normal;">SLAM today:</span></h2>
<h3 style="text-align: justify;">
Google<span style="font-weight: normal;">: <a href="https://developers.google.com/ar/discover/concepts" target="_blank">ARCore's documentation</a> describes it's tracking method as "concurrent odometry and mapping" which is essentially SLAM+sensor inputs. Their <a href="https://patents.google.com/patent/US20170336511A1/en" target="_blank">patent </a>also indicates they have included inertial sensors into the design.</span></h3>
<h3 style="text-align: left;">
Apple<span style="font-weight: normal;">: Apple also is using <a href="https://medium.com/6d-ai/why-is-arkit-better-than-the-alternatives-af8871889d6a" target="_blank">Visual Interial Odometry</a> which they acquired by buying Metaio and FlyBy. I learned a lot about what they are doing by having a look at this <a href="https://developer.apple.com/videos/play/wwdc2018/610/" target="_blank">video </a>at WWDC18.</span></h3>
<div>
Additional Read: <span style="font-weight: normal;">I found this "</span><span style="font-weight: 400;"><a href="https://ieeexplore.ieee.org/document/7989022/" target="_blank">A comparative analysis of tightly-coupled monocular, binocular, and stereo VINS</a>" paper to be a nice read to see how different IMU's are used and compared. IMU's are the devices that provide all this sensory data to our devices today. And their calibration is supposed to be crazy difficult. </span></div>
<div>
<span style="font-weight: 400;"><br />
</span></div>
<div>
<span style="font-weight: 400;">I hope this post along with the <a href="https://blog.rabimba.com/2018/10/arcore-and-arkit-what-is-under-hood.html" target="_blank">previous one</a> provides a better understanding of how our world is tracked inside ARCore/ARKit.</span></div>
<div>
<span style="font-weight: 400;"><br />
</span></div>
<div>
<span style="font-weight: 400;">In a few days, I will start another blog series on how to build Mixed Reality applications and use experimental as well as some stable WebXR api's to build Mixed Reality application demos.</span></div>
<div>
<span style="font-weight: 400;">As always feedbacks are welcome.</span></div>
<div>
<span style="font-weight: 400;"><br />
</span></div>
<h4 style="text-align: left;">
References/Interesting Reads<span style="font-weight: 400;">:</span></h4>
<div>
<ul style="text-align: left;">
<li><a href="https://pdfs.semanticscholar.org/76a6/c5352a0fbc3fec5395f1501b58bd6566d214.pdf">A stochastic map for uncertain spatial relationships</a></li>
<li><a href="https://link.springer.com/article/10.1023/A:1008854305733">Globally consistent range scan alignment for environment mapping</a></li>
<li><a href="https://ieeexplore.ieee.org/iel7/8860/4359257/07219438.pdf">ORB-SLAM</a></li>
<li><a href="https://ieeexplore.ieee.org/abstract/document/7747236/">Past, Present, and Future of Simultaneous Localization and Mapping: Towards the Robust-Perception Age</a></li>
<li><a href="https://ieeexplore.ieee.org/abstract/document/6126544/">ORB feature tracking algorithm</a></li>
<li><a href="https://ieeexplore.ieee.org/document/7989022/">A Comparative Analysis of Tightly-coupled Monocular, Binocular, and Stereo VINS</a></li>
<li><a href="http://openaccess.thecvf.com/content_cvpr_2018/CameraReady/0849.pdf">Semantic Visual Localization</a> (this might just be future)</li>
</ul>
<div>
The first part of this lives here: <a href="https://blog.rabimba.com/2018/10/arcore-and-arkit-what-is-under-hood.html" target="_blank">https://blog.rabimba.com/2018/10/arcore-and-arkit-what-is-under-hood.html </a><br />
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</div>
</div>
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-85163075489321363932018-10-29T02:54:00.000-05:002019-07-16T05:49:15.239-05:00ARCore and Arkit: What is under the hood : Anchors and World Mapping (Part 1)<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjTiL0ftKDp-xnds0-NHlC7grL5IYcOGiZy_ITH_FImkF-2vzLyfpoMmkjXUhVE4lLQUOBTj5fswqkU3XOeeexLO127vdbyICTl5GJ62bIzVq99V2MSNFvC8qw4TJ2MR74ATsF_X8Kasag/s1600/arcore-arkit.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="310" data-original-width="490" height="202" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjTiL0ftKDp-xnds0-NHlC7grL5IYcOGiZy_ITH_FImkF-2vzLyfpoMmkjXUhVE4lLQUOBTj5fswqkU3XOeeexLO127vdbyICTl5GJ62bIzVq99V2MSNFvC8qw4TJ2MR74ATsF_X8Kasag/s320/arcore-arkit.jpg" width="320" /></a></div>
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<i><span style="color: #999999;">Reading Time: 7 MIn</span></i><br />
Some of you know I have been recently experimenting a bit more with WebXR than a WebVR and when we talk about mobile Mixed Reality, ARkit and ARCore is something which plays a pivotal role to map and understand the environment inside our applications.</div>
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<br /></div>
<div style="text-align: justify;">
I am planning to write a series of blog posts on how you can start developing WebXR applications now and play with them starting with the basics and then going on to using different features of it. But before that, I planned to pen down this series of how actually the "world mapping" works in arcore and arkit. So that we have a better understanding of the Mixed Reality capabilities of the devices we will be working with.</div>
<div style="text-align: justify;">
<br /></div>
<h2 style="text-align: justify;">
Mapping: feature detection and anchors</h2>
<div style="text-align: justify;">
Creating apps that work seamlessly with arcore/kit requires a little bit of knowledge about the algorithms that work in the back and that involves knowing about Anchors.</div>
<h3 style="text-align: left;">
What are anchors:</h3>
<div style="text-align: justify;">
Anchors are your virtual markers in the real world. As a developer, you anchor any virtual object to the real world and that 3d model will stay glued into the physical location of the real world. Anchors also get updated over time depending on the new information that the system learns. For example, if you anchor a pikcahu 2 ft away from you and then you actually walk towards your pikachu, it realises the actual distance is 2.1ft, then it will compensate that. In real life we have a static coordinate system where every object has it's own x,y,z coordinates. Anchors in devices like HoloLens <a href="https://docs.unity3d.com/Manual/wmr_input_types.html" target="_blank">override the rotation and position</a> of the transform component.</div>
<h3 style="text-align: left;">
How Anchors stick?</h3>
<div style="text-align: justify;">
If we follow the d<a href="https://developers.google.com/ar/develop/developer-guides/anchors#use_anchors_in_your_scene" target="_blank">ocumentation in Google ARCore</a> then we see it is attached to something called "trackables", which are feature points and planes in an image. Planes are essentially clustered feature points. You can have a more in-depth look at what Google says ARCore anchor does by reading their really nice <a href="https://developers.google.com/ar/discover/concepts" target="_blank">Fundamentals</a>. But for our purposes, we first need to understand what exactly are these Feature Points.</div>
<h3 style="text-align: left;">
Feature Points: through the eyes of computer vision</h3>
<div style="text-align: justify;">
Feature points are distinctive markers on an image that an algorithm can use to track specific things in that image. Normally any distinctive pattern, such as T-junctions, corners are a good candidate. They lone are not too useful to distinguish between each other and reliable place marker on an image so the neighbouring pixels of that image are also analyzed and saved as a descriptor.</div>
<div style="text-align: justify;">
Now a good anchor should have reliable feature points attached to it. The algorithm must be able to find the same physical space under different viewpoints. It should be able to accommodate the change in </div>
<div style="text-align: justify;">
<ul>
<li>Camera Perspective</li>
<li>Rotation</li>
<li>Scale</li>
<li>Lightning</li>
<li>Motion blur and noise</li>
</ul>
<h4>
Reliable Feature Points</h4>
<div>
This is an open research problem with multiple solutions on board. Each with their own set of problems though. One of the most popular algorithms stem from this <a href="https://link.springer.com/article/10.1023/B:VISI.0000029664.99615.94" target="_blank">paper</a> by David G. Lowe at IJCV is called Scale Invariant Feature Transform (<a href="https://link.springer.com/article/10.1023/B:VISI.0000029664.99615.94" target="_blank">SIFT</a>). Another follow up work which claims to have even better speed was published in ECCV in 2006 called Speeded Up Robust Features (<a href="https://link.springer.com/article/10.1023/B:VISI.0000029664.99615.94" target="_blank">SURF</a>) by Bay et al. Thought both of them are <a href="https://patents.google.com/patent/US6711293" target="_blank">patented </a>at this point. </div>
<div>
<br /></div>
<div>
Microsoft Hololens doesn't really need to do all this heavy lifting since it can rely on an extensive amount of sensor data. Especially it gets aid from the depth sensor data from its <a href="https://blog.kloud.com.au/2017/12/15/hololens-understanding-depth-spatial-mapping/" target="_blank">Infrared Sensors</a>. However, ARCore and ARkit doesn't enjoy those privileges and has to work with 2d images. Though we cannot say for sure which of the algorithm is actually used for ARKit or ARCore we can try to replicate the procecss with a patent-free algorithm to understand how the process actually works.</div>
<div>
<br /></div>
<h2>
D.I.Y Feature Detection and keypoint descriptors</h2>
<div>
To understand the process we will use an algorithm by Leutenegger et al called <a href="https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/43288/eth-7684-01.pdf?sequence=1" target="_blank">BRISK</a>. To detect feature we must follow a multi-step process. A typical algorithm would adhere to the following two steps</div>
<div>
<ol>
<li><b><i>Keypoint Detection</i></b>: Detecting keypoint can be as simple as just detecting corners. Which essentially evaluates the contrast between neighbouring pixels. A common way to do that in a large-scale image is to blur the image to smooth out pixel contrast variation and then do edge detection on it. The rationale for this is that you would normally want to detect a tree and a house as a whole to achieve reliable tracking instead of every single twig or window. SIFT and SURF adhere to this approach. However, for real-time scenario blurring adds a compute penalty which we don't want. In their paper "<a href="https://link.springer.com/chapter/10.1007%2F11744023_34" target="_blank">Machine Learning for High-Speed Corner Detection</a>" Rosten and Drummond proposed a method called FAST which analyzes the circular surrounding if each pixel <i>p. </i>If the neighbouring pixels brightness is lower/higher than <i>p </i> and a certain number of connected pixels fall into this category then the algorithm found a corner. <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/AVvXsEh6nWzDr6BkIOoojYMeF8jkk6lwDtgUcAHnAkZL53G46oakLKghWkVbOjM2UYem5e_I4Jmf23yDo4fCrcy2VUfMaukZiuo0-VC3piIYihWNCuLBxltKzESPXb-Nhm5YtKBFUXG_mZmO0bU/s1600/Capture.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="388" data-original-width="598" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh6nWzDr6BkIOoojYMeF8jkk6lwDtgUcAHnAkZL53G46oakLKghWkVbOjM2UYem5e_I4Jmf23yDo4fCrcy2VUfMaukZiuo0-VC3piIYihWNCuLBxltKzESPXb-Nhm5YtKBFUXG_mZmO0bU/s1600/Capture.PNG" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><em><span style="color: #999999;">Image credits: Rosten E., Drummond T. (2006) Machine Learning for High-Speed Corner Detection.. Computer Vision – ECCV 2006. </span></em></td></tr>
</tbody></table>
Now back to BRISK, for it out of the 16-pixel circle, 9 consecutive pixels must be brighter or darker than the central one. Also BRISk uses down-sized images allowing it to achieve better invariance to scale.</li>
<li><i style="font-weight: bold;">Keypoint Descriptor:</i> The primary property of the detected keypoints should be that they are unique. The algorithm should be able to find the feature in a different image with a different viewpoint, lightning. BRISK concatenates the brightness comparison results between different pixels surrounding the centre keypoint and concatenates them to a 512 bit string.<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/AVvXsEjHqp4nN5-8ovUVPiV8XPjx-38Zeog6j1xqnTCsJBmI91gzjU1D8GjdT3ajQAR9pEOndxYb0_yG75h9ZhvYozxjvM2JnykfXwrA-1KMdLlBEmBBiIpmYvm-IIMpHiREwKQsVmcAMtVNgZc/s1600/Capture.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="359" data-original-width="390" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjHqp4nN5-8ovUVPiV8XPjx-38Zeog6j1xqnTCsJBmI91gzjU1D8GjdT3ajQAR9pEOndxYb0_yG75h9ZhvYozxjvM2JnykfXwrA-1KMdLlBEmBBiIpmYvm-IIMpHiREwKQsVmcAMtVNgZc/s1600/Capture.PNG" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><em><span style="color: #999999;">Image credits: S. Leutenegger, M. Chli and R. Y. Siegwart, “BRISK: Binary Robust invariant scalable keypoints”, 2011 International Conference on Computer Vision</span></em></td></tr>
</tbody></table>
As we can see from the sample figure, the blue dots create the concentric circles and the red circles indicate the individually sampled areas. Based on these, the results of the brightness comparison are determined. BRISK also ensures rotational invariance. This is calculated by the largest gradients between two samples with a long distance from each other.</li>
</ol>
<h3>
Test out the code</h3>
</div>
<div>
To test out the algorithms we will use the reference implementations available in OpenCV. We can use a pip install to install it with python bindings</div>
<div>
<br /></div>
<div>
As test image, I used two test images I had previously captured in my talks at All Things Open and TechSpeaker meetup. One is an evening shot of Louvre, which should have enough corners as well as overlapping edges, and another a picture of my friend in a beer garden in portrait mode. To see how it fares against the already existing blur on the image.<br />
<br />
<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/AVvXsEhT0w9aZCeUE6xdFLOvT558QvbhDqRx6uxTo6fZ3eE2ak5xicagOLXHaYhyphenhyphen8So0iZ-2oxxbFRwXACfdNA7VUWLgPJsMyah7oXPDhzBRHhKy-3Pr1zDtPYV2y6iQ7bV2Ni9ny69FQAxUepY/s1600/dgp.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1200" data-original-width="1600" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhT0w9aZCeUE6xdFLOvT558QvbhDqRx6uxTo6fZ3eE2ak5xicagOLXHaYhyphenhyphen8So0iZ-2oxxbFRwXACfdNA7VUWLgPJsMyah7oXPDhzBRHhKy-3Pr1zDtPYV2y6iQ7bV2Ni9ny69FQAxUepY/s400/dgp.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><a href="https://photos.app.goo.gl/3AHhTjkHcXBsoJSf7" target="_blank">Original Image Link</a></td></tr>
</tbody></table>
<br />
<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/AVvXsEgDeCmV49trCUYH_r1Q543grWIFgYz6D3skskUEwZMjsuQXtnGXswdlSlJyMaSKuKsSdODyHFHWLF5FFRFZaLB4fhCdOf9wnxGHGOFEWz_BcgLVUvO3bQhA6B_4_Si4oGDBxPNWI_oKnEY/s1600/paris.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1200" data-original-width="1600" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgDeCmV49trCUYH_r1Q543grWIFgYz6D3skskUEwZMjsuQXtnGXswdlSlJyMaSKuKsSdODyHFHWLF5FFRFZaLB4fhCdOf9wnxGHGOFEWz_BcgLVUvO3bQhA6B_4_Si4oGDBxPNWI_oKnEY/s400/paris.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><a href="https://photos.app.goo.gl/MXgsD36sLT47tER26" target="_blank">Original Image Link</a></td></tr>
</tbody></table>
<h4>
Visualizing the Feature Points</h4>
</div>
<div>
We use the below small code snippet to use BRISK on the two images above to visualize the feature points</div>
<div>
<br /></div>
<div>
<script src="https://gist.github.com/rabimba/9d14468ef8e1bb29ef062c2a636aa61e.js"></script><br />
What the code does:<br />
<ol>
<li>Loads the jpeg into the variable and converts into grayscale</li>
<li>Initialize BRISK and run it. We use the paper suggested 4 octaves and an increased threshold of 70. This ensures we get a low number but highly reliable key points. As we will see below we still got a lot of key points</li>
<li>We used the detectAndCompute() to get two arrays from the algo holding both the keypoints and their descriptors</li>
<li>We draw the keypoints at their detected positions indicating keypoint size and orientation through circle diameter and angle, The "<span class="crayon-syntax crayon-syntax-inline crayon-theme-classic crayon-theme-classic-inline crayon-font-consolas" id="crayon-5bd670c0a70d4592512115" style="font-size: 12px !important; font-size: 12px !important; line-height: 15px !important;"><span class="crayon-pre crayon-code" style="line-height: 15px !important; tab-size: 4;">DRAW_MATCHES_FLAGS_DRAW_RICH_KEYPOINTS</span></span>" does that.</li>
</ol>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh5VxzKBuSs_4C6-ziqMbE17PktkJednC4w0nEgoG7p7KwxijcVRTcozfoMVTw2d4XGSgfw0b8CemaELqLx1PKwQ2SAoIAB5c7TWnpIFIa6B56bm6wedAZVmmeGBJL9MXtPydSLN-W5f04/s1600/brisk_keypoints.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh5VxzKBuSs_4C6-ziqMbE17PktkJednC4w0nEgoG7p7KwxijcVRTcozfoMVTw2d4XGSgfw0b8CemaELqLx1PKwQ2SAoIAB5c7TWnpIFIa6B56bm6wedAZVmmeGBJL9MXtPydSLN-W5f04/s1600/brisk_keypoints.jpg" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgbYZr1iaDWagxvw_o0yMCAAhvE9BQLIZWxxkerVzRsyfWqK6PTL4etUTMt0uQ3sUr8tlO3iCaoZXEp1EN5Nq2ahGIl3wiDGXuzfdZSF_KaBIUsIZF08N4x2dXTm6dM5Mwvz6KC-1wrIIw/s1600/brisk_keypoints_dgp.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgbYZr1iaDWagxvw_o0yMCAAhvE9BQLIZWxxkerVzRsyfWqK6PTL4etUTMt0uQ3sUr8tlO3iCaoZXEp1EN5Nq2ahGIl3wiDGXuzfdZSF_KaBIUsIZF08N4x2dXTm6dM5Mwvz6KC-1wrIIw/s1600/brisk_keypoints_dgp.jpg" /></a></div>
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<div>
As you can see most of the key points are visible at the castle edges and all visible edges for Louvre and almost none on the floor. With the portrait mode pic of my friend it's more diverse but also shows some false positives like the reflection on the glass. Considering how BRISK works, this is normal.</div>
<div>
<br /></div>
<h2>
Conclusion</h2>
<div>
In this first part of understanding what power ARCore/Kit we understood how basic feature detection works behind the scenes and tried our hands on to replicate that. These spatial anchors are vital to the virtual objects "glueing" to the real world. This whole demo and hands-on now should help you understand why designing your apps <b>so that users place objects in areas where the device has a chance to create anchors</b> is a good idea.</div>
<div>
Placing a lot of objects in a single non-textured smooth plane may produce inconsistent experience since its just too hard to detect keypoints in a plane surface (<b>now you know why</b>). As a result, the objects may sometimes drift away if tracking is not good enough.</div>
<div>
If your app design encourages placing objects near corners of floor or table then the app has a much better chance of working reliably. Also, Google's guide on anchor placement is an excellent read.</div>
<div>
<br /></div>
<div>
Their short recommendation is:</div>
<div>
<ul>
<li><strong>Release spatial anchors if you don’t need them.</strong> Each anchor costs CPU cycles which you can save</li>
<li><strong>Keep the object close to the anchor.</strong> </li>
</ul>
<div>
On our <a href="https://blog.rabimba.com/2018/10/arcore-and-arkit-SLAM.html" target="_blank">next post</a>, we will see how we can use this knowledge to do basic SLAM.<br />
<br />
<b>Update: </b>The next post lives here: <a href="https://blog.rabimba.com/2018/10/arcore-and-arkit-SLAM.html">https://blog.rabimba.com/2018/10/arcore-and-arkit-SLAM.html</a><br />
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</div>
</div>
</div>
Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-89885305237052303522018-10-15T05:05:00.000-05:002018-10-15T19:52:31.944-05:00Voting impartially for fun and profit a.k.a Mozilla Reps Council Voting<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjj5Nd39SPLb_BKs32Kaq8IcjKq02oIn1pxb0WMTSohbMfcpVFgxnE2PdXcfQF8bFgR2qdpOF0U25cvrouEfJGy5B-3FxuAet5xaUfWfzvLVyGMMn9WkrulzJSTGyx2VpQ9yESbAj50wpk/s1600/reps.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="216" data-original-width="384" height="178" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjj5Nd39SPLb_BKs32Kaq8IcjKq02oIn1pxb0WMTSohbMfcpVFgxnE2PdXcfQF8bFgR2qdpOF0U25cvrouEfJGy5B-3FxuAet5xaUfWfzvLVyGMMn9WkrulzJSTGyx2VpQ9yESbAj50wpk/s320/reps.jpg" width="320" /></a></div>
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<a href="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSDhBMiv14Y8d-ednlZuSEjtyGrILXnGLQRWRNp-efKm_B8E4sBBw" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="158" data-original-width="318" src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSDhBMiv14Y8d-ednlZuSEjtyGrILXnGLQRWRNp-efKm_B8E4sBBw" /></a></div>
I am part of a program called Mozilla Reps. Though I am involved as a volunteer contributor with Mozilla for quite some time now, I am relatively new to the <a href="https://reps.mozilla.org/" target="_blank">Mozilla Reps</a> program and hardly know anything about the program apart from my scope of work in it.<br />
Apparently, this is the <a href="https://wiki.mozilla.org/Reps/Council/Elections" target="_blank">Election time</a> for voting the nominated candidates for the Council who will spearhead the program for the next session. Since I am new to the program reading about everyone's election campaign and hearing about what they will do for the program was not giving me any clear motivation to vote for anyone specific. Though this wasn't anything super important, I still thought since I have a bit of time in my hand why not do something interesting about it.<br />
<br />
This is my own <i>impartial way of voting</i> for those candidates.<br />
<br />
<h3 style="text-align: left;">
How the voting works:</h3>
<div>
Each of the candidates was asked a specific number of questions and they all answered in a public forum for all of us to read and evaluate those answers. We are supposed to vote for the person whose answers resonates well with what we want from the program. You can read more about the process <a href="https://wiki.mozilla.org/Reps/Council/Elections" target="_blank">here</a>.</div>
<div>
The Q&A was put on <a href="https://discourse.mozilla.org/t/important-council-elections-autum-2018-nominee-q-a/32246/5" rel="nofollow" target="_blank">public discourse</a> for us to evaluate.</div>
<div>
<br /></div>
<h3 style="text-align: left;">
What I did:</h3>
<div>
Since I realized quite a few people I know are also running for candidacy and have answered questions there. I first collected all their Q&A text and then anonymized them (keeping a map for myself so that I know who to vote for at the end).</div>
<div>
Then I analyzed all their answers to look for personality traits. The need for anonymization was so that I cannot let my personal knowledge of the candidates bias me towards the output I was getting at this stage.</div>
<div>
<br /></div>
<h4 style="text-align: left;">
The "voodoo" behind it</h4>
<div>
What I tried to achieve was a Frankenstein effect between what psychologists say and what modern NLP can do. An accepted theory of psychology is that language reflects the personality, thinking style and emotional states. Usage of certain words can provide clues to these (<a href="https://www.ncbi.nlm.nih.gov/pubmed/18211181" target="_blank">Fast & Funder</a>, <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2885844/" target="_blank">Yarkoni</a>).</div>
<div>
Also if we are able to find these <i>markers</i> from the text that will lead is to perceived facts like <u>people who score high on excitement seeking are more likely to respond to queries than those who scored more as cautious </u>(<a href="https://dl.acm.org/citation.cfm?doid=2449396.2449403" target="_blank">Mahmud et al</a>). Which essentially for me translates if I have someone with high excitement marker, he is more likely to respond to various queries by others.</div>
<div>
<br /></div>
<div>
Armed with this I started scoring our Reps.</div>
<div>
For this blogpost I will anonymize the names (so that nobody else gets influenced by this).</div>
<div>
<br /></div>
<div>
<b><i>Rep 1: mal</i></b></div>
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<b><i><br /></i></b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj35v-bOTez0TWRNbOKPkwWqiAwizbqWFiE0sXPKdH_Znem2fO_4g_vV-f6Ah3w6LKM3uINOQyESSTfGrCc4px2rKMei3ud1uEqFKxhGwy-mfs6mAm5nW4GLxgQyLo5udDlR25bI07eMg0/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="668" data-original-width="684" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj35v-bOTez0TWRNbOKPkwWqiAwizbqWFiE0sXPKdH_Znem2fO_4g_vV-f6Ah3w6LKM3uINOQyESSTfGrCc4px2rKMei3ud1uEqFKxhGwy-mfs6mAm5nW4GLxgQyLo5udDlR25bI07eMg0/s1600/Capture.PNG" /></a></div>
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<b><i>Rep 2: vja</i></b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg-uyJ9_ellASrs1ZA8B2MYzKvZlYqdGnPM7_W-Sij0VZG7r8IJu7H-CEQlFuw-7hE82Z2A3L9oEOpS2grpB4E0APKZOrc11_1TIuoa7LBc09vFVL-kMih4bFb86zqJici_d6NSyeX2n3k/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="670" data-original-width="701" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg-uyJ9_ellASrs1ZA8B2MYzKvZlYqdGnPM7_W-Sij0VZG7r8IJu7H-CEQlFuw-7hE82Z2A3L9oEOpS2grpB4E0APKZOrc11_1TIuoa7LBc09vFVL-kMih4bFb86zqJici_d6NSyeX2n3k/s1600/Capture.PNG" /></a></div>
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<b><i>Rep 3: mli</i></b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4aNe7h5fcbjwF0pD7lCZxgFsg9lI6w6OmRvBZ2HJL7mHZp8pKZR26QkBSemu1wQIVwotTnEccJKvoK9exzorqPj0R09wVSO5IOZRuZyPbhs4oSTE6CYNPfqYNlzfmfd9i76YXcKO6CA0/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="666" data-original-width="718" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg4aNe7h5fcbjwF0pD7lCZxgFsg9lI6w6OmRvBZ2HJL7mHZp8pKZR26QkBSemu1wQIVwotTnEccJKvoK9exzorqPj0R09wVSO5IOZRuZyPbhs4oSTE6CYNPfqYNlzfmfd9i76YXcKO6CA0/s1600/Capture.PNG" /></a></div>
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<b><i>Rep 4: mle</i></b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg3zIuFJhf7a40XOBLleRFCJJVtuRdRZ-9GWF8EDAWxcS6fCE5ryGj0vAA2ZA2HEzhy9mobTPGR1yh3QBelq4KdnBSGT_B0JdDaEcjZn_whKPcZ-WUfq1XowBbRcqVxN2hdhEhG5k8DZBM/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="673" data-original-width="681" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg3zIuFJhf7a40XOBLleRFCJJVtuRdRZ-9GWF8EDAWxcS6fCE5ryGj0vAA2ZA2HEzhy9mobTPGR1yh3QBelq4KdnBSGT_B0JdDaEcjZn_whKPcZ-WUfq1XowBbRcqVxN2hdhEhG5k8DZBM/s1600/Capture.PNG" /></a></div>
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<b><i>Rep 5: yan</i></b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjXp6Gi-OdFmMZs7PBVkLv5bVBJBHgzdagvYa6vo9VWhTWI-CBXsZToZav3QEwznSpDhJjhTac91_4P-pdTFzAjceJ71hwJSzgBTjeJdqi0OSOHyElPC67Kpd2NXFq09vq17mxG62UEKGA/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="660" data-original-width="697" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjXp6Gi-OdFmMZs7PBVkLv5bVBJBHgzdagvYa6vo9VWhTWI-CBXsZToZav3QEwznSpDhJjhTac91_4P-pdTFzAjceJ71hwJSzgBTjeJdqi0OSOHyElPC67Kpd2NXFq09vq17mxG62UEKGA/s1600/Capture.PNG" /></a></div>
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<b><i>Rep 6: pan</i></b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhOprLQUMMLLQC4QVnj2Y2B9E7kyFsn0R7Cmemwm3t4abEcG_704osPsNFHEYKCoITdCdyyp_dZ6PMafQQNTcnafsUl2-VEbV2HToNgfLfon_ttkdpDHrpsB-idaIIlakKu-ER67i88fik/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="668" data-original-width="700" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhOprLQUMMLLQC4QVnj2Y2B9E7kyFsn0R7Cmemwm3t4abEcG_704osPsNFHEYKCoITdCdyyp_dZ6PMafQQNTcnafsUl2-VEbV2HToNgfLfon_ttkdpDHrpsB-idaIIlakKu-ER67i88fik/s1600/Capture.PNG" /></a></div>
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<h3 style="text-align: left;">
<b><i>Casting my Vote:</i></b></h3>
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Once I had a base matrix ready for everyone, I started looking into them to figure out what I want to see in my ideal candidate.</div>
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The interesting part if you look at their personality traits is that form the given text what I could find had a lot of similarity between them. So that is probably a good thing.</div>
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The first thing I started to look for is <b>co-operation</b> since the council will work a lot with reps. And almost everyone scores high on it. So I decided to take everyone who is more than 80% on it. I also someone who will take a risk and be <b>adventurous, </b>along with challenging authority. Both of the traits are prevalent among everyone. Since this is essentially a campaign pitch and how the system works, I knew Cautiousness will be high among everybody, so I did not look for it. However, I did look for sympathy<b>, trust and openness to change. </b><br />
And after considering everyone (and my own subconscious mind nitpicking on other traits) I decide on <b>Rep 1: mal</b></div>
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Rep 1 has <b>97% sympathy and trust, 82% co-operation, 98% adventurous,100% authority-challenge (oops) and 72% chance to embrace openness</b>. The other traits are also comparable. -> 6 in voting</div>
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Next will be <b>Rep5: yan with again high degree of co-operation, sympathy and trust.</b> Followed by <b>Rep4: mle, Rep3:mli,Rep2:vja and Rep6:pan</b></div>
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Once that is out of the way now we can delve into the more technical parts.</div>
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<h3 style="text-align: left;">
Shut up and just show me the code!</h3>
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Before I point you to github.</div>
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What we wanted to do here is very similar to what <a href="http://aclweb.org/anthology/W/W15/W15-2913.pdf" target="_blank">these guys did on twitter</a> . Essentially here we first tokenize the input text to develop a representation in an n-dimensional space. Then we use <a href="http://nlp.stanford.edu/projects/glove/" target="_blank">GLoVe</a> to get the vector representation for the words in the input text. Then it uses <a href="https://github.com/phugh/bigfive" target="_blank">bigfive </a>and <a href="https://github.com/SenticNet/personality-detection" target="_blank">needs </a> to determine value characteristics. </div>
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I am still cleaning up the code, but since it's almost 5:05 am here, I'll probably clean the code little later and remove all hard referencing. And then post the code and tweet it out maybe.</div>
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<u style="font-style: italic; font-weight: bold;">Disclaimer:</u> <i>This is in no way probably a good or even sane way to vote. Just something I came up with since I was clueless. Also probably it's horribly wrong to profile (or even try) somebody from their writing. So please <b>do not take this as an ideal or even inspiring way</b>.</i></div>
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With that out of the way. Do let me know what you think :)<br />
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<h4 style="text-align: left;">
<u> Update</u>: <span style="font-weight: 400;">After almost 16 hours since this was first published. We now have our council members/winners. And I am super freaked out to say that somehow </span>Rep1<span style="font-weight: normal;"> won the election and </span>Rep5<span style="font-weight: normal;"> got the second highest vote (exactly how I cast my votes). Even though it's by pure coincidence it's curious to see others voters also went with a similar selection. I was careful enough to not divulge the names of this blogpost. Now I can though. So the names were constructed with the first letter of the first name and last two letter of last name concatinated.</span></h4>
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<span style="font-weight: normal;">And you can see the winners <a href="https://reps.mozilla.org/v/reps-council-elections-autumn-2018-2-spots/" target="_blank">here</a> (if you have access to reps portal)</span></div>
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-69455995012701053892018-07-25T12:26:00.001-05:002018-07-25T12:27:11.031-05:00Aframe Wrap Up at HoustonVR<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgyri643MhPRijZv0iF3UUOgew4T1g40E1IdbpRwQqT5iJVtTn6pOhjGBuokr-zZlhv6RZ80KQg3rF86RVP6Zn7pXK5om1uaXRuDfY-D0b9U9YZZL54gJjmVvJDhzNYDrOb8yrwBpltqog/s1600/HoustonVR_Skyline_3.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="413" data-original-width="1000" height="131" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgyri643MhPRijZv0iF3UUOgew4T1g40E1IdbpRwQqT5iJVtTn6pOhjGBuokr-zZlhv6RZ80KQg3rF86RVP6Zn7pXK5om1uaXRuDfY-D0b9U9YZZL54gJjmVvJDhzNYDrOb8yrwBpltqog/s320/HoustonVR_Skyline_3.png" width="320" /></a></div>
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I first got to know about HoustonVR ar <a href="https://blog.rabimba.com/2018/07/immersive-technology-conference-at.html" rel="nofollow" target="_blank">Immersive Technology Conference</a> and since then always wanted to catch up with them. However, my Mozilla All Hands and my master's defence (which was smack middle of it) kept me from attending their weekly meetings.</div>
<a href="https://lh3.googleusercontent.com/_s-eOaq-Rx15MXwsJAYxnTEr5bLZ8Ut_ruXaxmkjMpPhG1tVx1qPjQVQx1DZUp7TJq2lMT27lv8ydkhremUIQxvzuEaq4ZqWInSw8mD5zLAq2bfiTiG8TrRMHmD97BLv3Ut46NIzwTfrpPGs8hf1_zUlLccfbDlYa8ZcZOURVEcfKNPPlK6zAArpBvG0ZcqKWUzIGG-1l6T62bN2vgF0g15l1vrWf0NziJcHkRBy2bW0sR-tarQTNhlZscmtvvYEqwXVrqJDUC865xfx3mEwUcwuk8lE2aqfRwbYBmgnWasaOw0AFAGOB2nyAgxuIrQdQ-0uodGbHAOFVVfxa-CheToWLfCAW1Y2HEUv54yrhdV8jRrc7OJYYL4VqM1NfEsvskRqyFF7asG5vtj_NRo9utxQTthWfx3iCcqYl1mKR_6l6uxOGzjTwUaQxHCruXgE9gPjcYA22UVNc86UQtXGj8SuQhTd4a-rkN9t3RXZDScnJOlNeXvajNCJbUcCE-ODC3_rtizSLWtRmK_mq1T6O-XgU8tV_BLDm8YLmSYK6U8eFDbSL5UEfgszuHRqJA9Uw9H4An5xQM8w4A0kCQTk6wgU5DnRnmI4bg=w654-h871-no" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em; text-align: justify;"><img border="0" height="320" src="https://lh3.googleusercontent.com/_s-eOaq-Rx15MXwsJAYxnTEr5bLZ8Ut_ruXaxmkjMpPhG1tVx1qPjQVQx1DZUp7TJq2lMT27lv8ydkhremUIQxvzuEaq4ZqWInSw8mD5zLAq2bfiTiG8TrRMHmD97BLv3Ut46NIzwTfrpPGs8hf1_zUlLccfbDlYa8ZcZOURVEcfKNPPlK6zAArpBvG0ZcqKWUzIGG-1l6T62bN2vgF0g15l1vrWf0NziJcHkRBy2bW0sR-tarQTNhlZscmtvvYEqwXVrqJDUC865xfx3mEwUcwuk8lE2aqfRwbYBmgnWasaOw0AFAGOB2nyAgxuIrQdQ-0uodGbHAOFVVfxa-CheToWLfCAW1Y2HEUv54yrhdV8jRrc7OJYYL4VqM1NfEsvskRqyFF7asG5vtj_NRo9utxQTthWfx3iCcqYl1mKR_6l6uxOGzjTwUaQxHCruXgE9gPjcYA22UVNc86UQtXGj8SuQhTd4a-rkN9t3RXZDScnJOlNeXvajNCJbUcCE-ODC3_rtizSLWtRmK_mq1T6O-XgU8tV_BLDm8YLmSYK6U8eFDbSL5UEfgszuHRqJA9Uw9H4An5xQM8w4A0kCQTk6wgU5DnRnmI4bg=w654-h871-no" width="238" /></a><br />
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So I was very much delighted when they asked if I can attend <a href="https://www.meetup.com/Houston-VR-Developers/events/249395151/" rel="nofollow" target="_blank">a meetup</a> where they are going to wrap up some projects and what they learned as a community on aframe. I thought this was an excellent opportunity and joined in.</div>
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The meetup itself was hosted at Station Houston. Which had a bunch of other events as well. The meetup mostly was an informal one. I got to learn a bit about everyone and also some projects they were working on in VR.</div>
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I already had met Wanjun before and she was detailing her experience of teaching Aframe to school students and how they were building their curriculum. </div>
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<a href="https://lh3.googleusercontent.com/m9VAR8W-qYV6bFkvAeuN32OnxzWhf-CKIGe7XEvdAkL1e3tSvluFv4VcMz_STr_fEbabKPftU3xzHsqsneHFqq54T8ebCRdn2Uu33gsXq-Quynm_z1SOuR4pmhrY4PJkM3CRXu51zDvGFDuSIgjXi7XTAfX0wY2O0jgM9h1S5EskgQtbTilAhuY2pES2LtKK6xQSJWjXKx33JE183eHh2rW-JjB3dKNj86bAxETnx9Exe0FN9FTC7ScxBXMc6RqvNgtyI1RfHXxEw5-BmWjj29qXKDx18Ckb8uijvcLHQcyJ0xkmiE4RbLuVmOtjNZVV9T_C4ddxvCTbEsKfj_xxts2fG7Q29NxeTA1XTdfWGm6arRF6GsfCdyxNkR2KRwvc6v7E5eO5ZmuWz6-pnvVgm22ws25jedzCi79gqPGKRqaUkw8L2Ai8ySOBFeppb1cd3Z9yKbBN2qdNhYDLzuyD3WaC0baybDORDy6Hs0vFcXCnitnzbFNawNKoHo2R4_B2jjqCQ-7Nh2blr6iSAbEm4AIS4K3-HarOzjRU0ghWu5ntQqneBV22HzOifEuASvk1R1b3uWg4XHrupm9zmnZwmqWOI8ltZUWvNg=w1162-h872-no" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="300" src="https://lh3.googleusercontent.com/m9VAR8W-qYV6bFkvAeuN32OnxzWhf-CKIGe7XEvdAkL1e3tSvluFv4VcMz_STr_fEbabKPftU3xzHsqsneHFqq54T8ebCRdn2Uu33gsXq-Quynm_z1SOuR4pmhrY4PJkM3CRXu51zDvGFDuSIgjXi7XTAfX0wY2O0jgM9h1S5EskgQtbTilAhuY2pES2LtKK6xQSJWjXKx33JE183eHh2rW-JjB3dKNj86bAxETnx9Exe0FN9FTC7ScxBXMc6RqvNgtyI1RfHXxEw5-BmWjj29qXKDx18Ckb8uijvcLHQcyJ0xkmiE4RbLuVmOtjNZVV9T_C4ddxvCTbEsKfj_xxts2fG7Q29NxeTA1XTdfWGm6arRF6GsfCdyxNkR2KRwvc6v7E5eO5ZmuWz6-pnvVgm22ws25jedzCi79gqPGKRqaUkw8L2Ai8ySOBFeppb1cd3Z9yKbBN2qdNhYDLzuyD3WaC0baybDORDy6Hs0vFcXCnitnzbFNawNKoHo2R4_B2jjqCQ-7Nh2blr6iSAbEm4AIS4K3-HarOzjRU0ghWu5ntQqneBV22HzOifEuASvk1R1b3uWg4XHrupm9zmnZwmqWOI8ltZUWvNg=w1162-h872-no" width="400" /></a>It only felt natural to show them some of the more interesting things involving WebXR, and everyone seemed very excited about it. This was us playing with XRPainter in glitch and remixing it to our heart's content.<br />
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One thing I was very much delighted to see (and I don't get this very often) that everyone in the group had a phone capable of running ARCore. So the demonstration went without a hitch and everyone could participate.<br />
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<img height="480" src="https://lh3.googleusercontent.com/er5lhfq8BZ3g89ifW2j5dFKtkwYeVMp1hjT2DWD5c6PFEMT8DooeduDFojJVTRP0LNkMOSzaomVBdC2LFeCqrJX_mHx7WPgEeecTfx7srgx79RGxFhQbPSa0A4sJTui5261x25H-4MDpGOSgQhFYYqB-22IShvgH2tkn0p8dUARLk1DnCVUjNC0-4x97y-SAG3wViKpQisMMRUkNDvafJCC-IxgFab0Jw6Rh3Ejpp5Az1K1FrWei1GM9bzNxHgXuJHr95QF2mM0qsVaovvc9bIb4ZJ8gHg8eGTuJse-QAlAkJ1wFtOCUagXsdlwrCIcET8VqTsFDCld7ZsdkJPjp6sJtHtYiKwWPvG6EHK8VJrDTR3CnPWlxCTfjFbc1IjFTq-8kFo8i7aO4yXuG6rnOTjX8qUmRQ-6brFZsdzUjEA-Xk0DOc2aZ0rrtz9hVw8leq7Ji90IrJdeFk_n3-l9m8szZDdHzkRdHLyoe0fBXPsCcjynw5CkttkzTRdj8Nk_5QRmJlBIgbVGhPf7_7f2Jkfe29cunM2JlCuNXN1BXHl7D1gYeENW4J8r325MG9kRYsfMmNDcTAJrjK1c7nXz2sHuu-rmm4HCgog=w1162-h872-no" width="640" /><br />
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<iframe class="mastodon-embed" src="https://toot.cafe/@rabimba/99896092370044883/embed" style="border: 0; max-width: 100%;" width="400"></iframe><script async="async" src="https://toot.cafe/embed.js"></script></center>
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Overall I loved the meetup. HoustonVR also has a discord channel and that works wonderfully for communication.<br />
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<i>Ps: I now have slack, gitter, telegram and discord to keep track of.... *sigh*</i></div>
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-63499574667098975592018-07-25T01:56:00.001-05:002018-07-25T09:17:37.119-05:00Immersive Technology Conference at Houston<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://lh3.googleusercontent.com/O7_5mq_Grl-DJ5OguXKLsMjX0rSJ3Rm13OyA0iSjv73qLp0gyhXPyaCAjLpDJo5BDXCNXnM4Qu37chMX4mQq3xVNYt6Wu1m06yv_7WmznwmJY4FCkzSJN6FVvJokp0z_rybJfCUHawIApk6lRCQJ7EmBKOtti0Rhcm3ZetjxDGGu9bcRt_esZ1BcVm9EQi29e5VFqZWTplnzOJv8V5BXzbjUqC8YoHqdXTb5TAzID7tRkHTl6l-AlSS_mGglb9ZD1EwNuTX2sTaHYZTUAKEK4o6w23nj_BKhvF-wg2I1sRIY-Bbb4PS6-ZzOjQZmzXljNGhYe-WOnuRt2pYsvKKqR02CEed7RL5SDi3nyxMeFoAOCdm0sHfhG1Klsaa05YR3BU7pgi1t6XApOwtB2mIYXxIZAKhzceMtwfCKBT73s_oJBzZPSBLY-iUjkPX1SQwnM-xozN1f4LB1uTA3fuZAieUdL2SVen73RQeLnb7oG4jrAPJdxTM-lNggWmKTD5oK3QqHGqpiI-lw3b6mXr5kjDFQJxxJD9vFeAZ5Cy59Pt0EneevMri9_eJA0RmuMrKgou4eqnwNk05uHIY5xMq-gIy5rtdYhIILbw=w690-h920-no" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="400" src="https://lh3.googleusercontent.com/O7_5mq_Grl-DJ5OguXKLsMjX0rSJ3Rm13OyA0iSjv73qLp0gyhXPyaCAjLpDJo5BDXCNXnM4Qu37chMX4mQq3xVNYt6Wu1m06yv_7WmznwmJY4FCkzSJN6FVvJokp0z_rybJfCUHawIApk6lRCQJ7EmBKOtti0Rhcm3ZetjxDGGu9bcRt_esZ1BcVm9EQi29e5VFqZWTplnzOJv8V5BXzbjUqC8YoHqdXTb5TAzID7tRkHTl6l-AlSS_mGglb9ZD1EwNuTX2sTaHYZTUAKEK4o6w23nj_BKhvF-wg2I1sRIY-Bbb4PS6-ZzOjQZmzXljNGhYe-WOnuRt2pYsvKKqR02CEed7RL5SDi3nyxMeFoAOCdm0sHfhG1Klsaa05YR3BU7pgi1t6XApOwtB2mIYXxIZAKhzceMtwfCKBT73s_oJBzZPSBLY-iUjkPX1SQwnM-xozN1f4LB1uTA3fuZAieUdL2SVen73RQeLnb7oG4jrAPJdxTM-lNggWmKTD5oK3QqHGqpiI-lw3b6mXr5kjDFQJxxJD9vFeAZ5Cy59Pt0EneevMri9_eJA0RmuMrKgou4eqnwNk05uHIY5xMq-gIy5rtdYhIILbw=w690-h920-no" width="300" /></a></div>
<div style="text-align: justify;">
At the end of last year, I was invited to speak at the Immersive Technology Conference, which took place at the University Of Houston. It was a two-day event with my talk being the first one. That always is something I simultaneously hate and still crave for. Because even if it's stressful, that is the only timeslot which allows me to actually listen to and enjoy other talks after me. Otherwise, I keep fretting over my own and can't concentrate on anything else.</div>
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<a href="https://lh3.googleusercontent.com/FfbfHE1MoInViQatdmN3rcrPcATVbZbOIxLCJ_Yzepvc_65F0ZMPRu4EPWveqPXXJzmKPq0q_5EmAGc3a0rK8wUPaxqAM7QfKwoPaEfZRaxPOajIe8wGttq9clu81aTdpo4PDO4Q7HKGhfCLmcDSHhr2rbXLbLxYrmADQ4aHx4QY4YfFoeuoKPpVLAwPGYavzDANOWvA7p3k_WoeTIW4IpxArxkzrCjkCfJdj0tcXvocO-LI4z9QVckfZ76VV101VB7iJAvWRXlBeCv50v44UcGl0dr4cwjeTrGDO2xQkbO36iin0SlAhSZGOcN8YFIQ1v2MoLnRxW4AaGB7anUVJs3WxUBCKjjMTyzYeh6aRB8GmCM7ucLnl2sSJeWpWOniQPUfN_uos5CBTmEbpaV2niKagBXrJ7fBV6yVud5dn2wjN_lInkbTm-NLp4zVsSedxufatTD7A26Vi1wvr_ba8HAJ55Y9c7_PtLXHAgQMxqd85zCVLE-kSHkaZgCoHyiPcSM_H9fUplKwlGL4DQp4SpkKSeDvRNNZC7KCtM1hpU8YdYWQLIczkrewmAosiY8zLa8lJt0lQKB5WwzRWBqlFvZzGlol1XjzRw=w690-h920-no" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="400" src="https://lh3.googleusercontent.com/FfbfHE1MoInViQatdmN3rcrPcATVbZbOIxLCJ_Yzepvc_65F0ZMPRu4EPWveqPXXJzmKPq0q_5EmAGc3a0rK8wUPaxqAM7QfKwoPaEfZRaxPOajIe8wGttq9clu81aTdpo4PDO4Q7HKGhfCLmcDSHhr2rbXLbLxYrmADQ4aHx4QY4YfFoeuoKPpVLAwPGYavzDANOWvA7p3k_WoeTIW4IpxArxkzrCjkCfJdj0tcXvocO-LI4z9QVckfZ76VV101VB7iJAvWRXlBeCv50v44UcGl0dr4cwjeTrGDO2xQkbO36iin0SlAhSZGOcN8YFIQ1v2MoLnRxW4AaGB7anUVJs3WxUBCKjjMTyzYeh6aRB8GmCM7ucLnl2sSJeWpWOniQPUfN_uos5CBTmEbpaV2niKagBXrJ7fBV6yVud5dn2wjN_lInkbTm-NLp4zVsSedxufatTD7A26Vi1wvr_ba8HAJ55Y9c7_PtLXHAgQMxqd85zCVLE-kSHkaZgCoHyiPcSM_H9fUplKwlGL4DQp4SpkKSeDvRNNZC7KCtM1hpU8YdYWQLIczkrewmAosiY8zLa8lJt0lQKB5WwzRWBqlFvZzGlol1XjzRw=w690-h920-no" style="text-align: left;" width="300" /></a></div>
<div style="text-align: justify;">
The conference line-up was pretty good. I enjoyed the talk by Ann McNamara. Ron Dagdag, Brian Dornbos and Angel Muniz. The only problem was the two rooms had conflicting sessions so I had to prioritize and choose. Which made me miss the talk by Chris Gerty from NASA since my own talk had a clashing slot.</div>
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The event also had a few expo stalls. And I managed to try my first Hololens experience here. Admittedly I look a bit foolish in these glasses.</div>
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This also was the first conference as a Mozilla TechSpeaker where I started trying to show live demos of WebXR applications running from my mobile. As you will see the experience isn't really flawless and often crashes. But it worked, I am still working out to iron out the kinks. But now the process goes much smoother as I experienced at OSCON.</div>
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If you want to see the talk video, this is how it went:</div>
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<center>
<iframe allowfullscreen="" frameborder="0" height="270" src="https://www.youtube.com/embed/N72ZNa84y54" width="480"></iframe></center>
</div>
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<br /></div>
<div style="text-align: justify;">
<b>ITC (Immersive Technology Conference)</b> is the only conference which I know of in Houston which was completely focused on VR/AR and Mixed Reality. Which in turn allowed me to meet with a lot of like-minded people who are focused on the immersive space, and I didn't know about before. Overall I liked the conference. I got to know and meet with a lot of very passionate folks of HoustonVR and look forward to keeping in touch and sharing VR awesomeness with them.<br />
<br />
PS: Do check out the other talks in the conference, especially Ann McNamara and Ron Dagdag gave me a few ideas I want to experiment later on.</div>
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</div>
</div>
Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-65972936500241392262018-07-06T03:19:00.000-05:002018-07-06T03:19:37.784-05:00IRCTC blocking certain countries? <div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: center;">
<img alt="IRCTC Agency" src="https://5.imimg.com/data5/VR/GS/MY-38536696/irctc-agency-500x500.jpg" /></div>
<div style="text-align: left;">
<br /></div>
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Indian Railway Catering and Tourism Corporation or most commonly known as IRCTC is the only authorized government portal in India through which someone can book a Train Ticket. It also provides booking for flights and buses but its primary use for most people is to book rail tickets online.</div>
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And like thousands of other people I also use the site intermittently while booking train tickets, especially for my parents who are in India and when I want to book tickets for them. A few days back they asked me to book a ticket for them and that is when the fun started.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXI_Q4FF8-Ibl_OLJR3m0CC3805ds31kgNoSU6BB9dLOBP_Dts6omlZGOgAFMdgtJ3859lGwyBo6oNj8uIFW67G-Cx306TlIbo1A-j7fUshqb_-NTgwAZkM5AqrIL91oPCCMALPTmssb8/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="385" data-original-width="794" height="193" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXI_Q4FF8-Ibl_OLJR3m0CC3805ds31kgNoSU6BB9dLOBP_Dts6omlZGOgAFMdgtJ3859lGwyBo6oNj8uIFW67G-Cx306TlIbo1A-j7fUshqb_-NTgwAZkM5AqrIL91oPCCMALPTmssb8/s400/Capture.PNG" width="400" /></a></div>
I found out that when I tried to access the website day before yesterday (4th July 2018), instead of the familiar login page I was greeted with an error that page cannot be loaded. I thought maybe something wrong and I would try later. After a day I tried and faced the same error. Now a little bit curious since I actually never seen the site down for a prolonged time, blamed it on my Comcast connection and connected to my school VPN. But even then got the same error page. This got me curious, and I tried with a bunch of different servers and also with my T-Mobile connection, And always consistently got the same error that the site is unreachable.</div>
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Still, I tried to double check, I used two website uptime detectors, namely </div>
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</div>
<ul>
<li>https://downforeveryoneorjustme.com/irctc.co.in</li>
<li>http://www.isitdownrightnow.com/irctc.co.in.html</li>
</ul>
<div>
And both showed me that the website indeed is down (and it still continues to show me that). As you can see from the screenshots.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjB-lGk1npN8up9LrNZicz7gGlzeTBhB_MaHShqB1wuDIs2m81ZloaSJN8smGK08MeBdmkAyKHtFWfHHxMQhqv81A3QW8U1JIj9I4i2y7-H9d37qiCVwEoBVSPhzAW2gzMUR_LpnoNLI7M/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="363" data-original-width="813" height="142" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjB-lGk1npN8up9LrNZicz7gGlzeTBhB_MaHShqB1wuDIs2m81ZloaSJN8smGK08MeBdmkAyKHtFWfHHxMQhqv81A3QW8U1JIj9I4i2y7-H9d37qiCVwEoBVSPhzAW2gzMUR_LpnoNLI7M/s320/Capture.PNG" width="320" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhgP6gc9VCZTeg6xqqvZCi9SShRAaulzNJMsJGNLWC0ecGLlq08mKlJy98hkxGKJ2TOBKUZbdVCvaSdodO5-AAMJB3GMUOcAbc68oRANzi4VxJGIMq8a57OZY8ONDp2p6CBzQj3CqnEdgo/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="266" data-original-width="541" height="157" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhgP6gc9VCZTeg6xqqvZCi9SShRAaulzNJMsJGNLWC0ecGLlq08mKlJy98hkxGKJ2TOBKUZbdVCvaSdodO5-AAMJB3GMUOcAbc68oRANzi4VxJGIMq8a57OZY8ONDp2p6CBzQj3CqnEdgo/s320/Capture.PNG" width="320" /></a></div>
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That left me with no choice to try again later. Which I did today. And faced the exact same situation of the site not reachable. Now definately sceptical I asked one of my friend residing in India to open the webpage for me and imagine my surprise when he said he can access the site fine!</div>
<div class="separator" style="clear: both; text-align: left;">
<br /></div>
<div class="separator" style="clear: both; text-align: left;">
Which led me to investigate and to this blog post. </div>
<blockquote class="tr_bq" style="clear: both; text-align: left;">
<span style="font-size: x-large;">I believe IRCTC is actively blocking certain countries from accessing the website</span><span style="font-size: large;">.</span></blockquote>
Which is similar to what UIDAI does for all Aadhar related websites (none of them is accessible outside India).<br />
<br />
I did a quick test to find out which countries were blocked (if any other than the United States) and what I found was pretty surprising.<br />
<style>
.demo {
width:100%;
border:1px solid #C0C0C0;
border-collapse:collapse;
padding:5px;
}
.demo th {
border:1px solid #C0C0C0;
padding:5px;
background:#7EB4F5;
}
.demo td {
border:1px solid #C0C0C0;
padding:5px;
}
</style><br />
<table class="demo"> <caption>IRCTC Censored Countries</caption>
<thead>
<tr>
<th>Tested Not Blocked</th>
<th>Access Blocked</th>
</tr>
</thead>
<tbody>
<tr>
<td> Australia</td>
<td> United States</td>
</tr>
<tr>
<td> Austria</td>
<td> Canada</td>
</tr>
<tr>
<td> Brazil</td>
<td> Netherlands</td>
</tr>
<tr>
<td> France</td>
<td> Russia</td>
</tr>
<tr>
<td> Germany</td>
<td></td>
</tr>
<tr>
<td> Britain</td>
<td></td>
</tr>
<tr>
<td> Italy</td>
<td></td>
</tr>
<tr>
<td> Japan</td>
<td></td>
</tr>
<tr>
<td> Poland</td>
<td></td>
</tr>
<tr>
<td> Romania</td>
<td></td>
</tr>
<tr>
<td> Singapore</td>
<td></td>
</tr>
<tr>
<td> Spain</td>
<td></td>
</tr>
<tr>
<td> Sweden</td>
<td></td>
</tr>
<tr>
<td> Siwtzerland</td>
<td></td>
</tr>
<tr>
<td> Turkey</td>
<td></td>
</tr>
</tbody><tbody>
</tbody></table>
<br />
You will not be able to access IRCTC if you reside in any of these countries through normal means. Use your googling skills to bypass the geo-restriction.<br />
If you find out more countries from where IRCTC is not accessible for you. Please drop a note in the comment section and I will add it to the list.<br />
<span style="font-size: x-small;"><i><br /></i></span>
<span style="font-size: x-small;"><i>This blog post was written on 06.07.2018 3:13 AM CDT.</i></span></div>
</div>
Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-82414395359121991502018-04-06T20:57:00.000-05:002018-04-07T01:33:01.335-05:00Story of a Drupal theme mis-configuration, Hacking and Ministry of Defense India<div dir="ltr" style="text-align: left;" trbidi="on">
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<img height="289" src="https://d1ah1il5j7hxtz.cloudfront.net/wp-content/uploads/2018/04/Defence-ministrys-website-hackedFEATURE-696x629.jpg" width="320" /></div>
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If you have been following news or were online for past couple of hours you might have noticed this news making a tweet-storm and appearing all over your timeline regarding how India's Ministry of Defense website got hacked (allegedly by '<i>Chinese' </i>origin).</div>
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Almost all the big media outlets covered it. Including</div>
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<div dir="ltr" style="line-height: 1.7999999999999998; margin-bottom: 0pt; margin-left: 36pt; margin-top: 0pt;">
<span id="docs-internal-guid-522a1320-9cdf-51b9-b4b7-141dbd70e8c6"><span style="color: #222222; font-family: "arial"; font-size: 11pt; font-weight: 700; white-space: pre-wrap;">* </span><a href="https://www.youtube.com/watch?v=8KLR8k5cNvg"><span style="color: #1155cc; font-family: "arial"; font-size: 11pt; white-space: pre-wrap;">Youtube : TimesNow</span></a><span style="color: #222222; font-family: "arial"; font-size: 11pt; white-space: pre-wrap;"> </span></span></div>
<div dir="ltr" style="line-height: 1.7999999999999998; margin-bottom: 0pt; margin-left: 36pt; margin-top: 0pt;">
<span id="docs-internal-guid-522a1320-9cdf-51b9-b4b7-141dbd70e8c6"><span style="color: #222222; font-family: "arial"; font-size: 11pt; font-weight: 700; white-space: pre-wrap;">* </span><a href="http://www.timesnownews.com/india/article/the-official-website-of-the-ministry-of-defence-hacked-ministry-of-home-affairs-home-ministry-labour-ministry-chinese-hackers-cyber-attack-india/214607"><span style="color: #1155cc; font-family: "arial"; font-size: 11pt; white-space: pre-wrap;">Times Now</span></a></span></div>
<div dir="ltr" style="line-height: 1.7999999999999998; margin-bottom: 0pt; margin-left: 36pt; margin-top: 0pt;">
<span id="docs-internal-guid-522a1320-9cdf-51b9-b4b7-141dbd70e8c6"><span style="color: #222222; font-family: "arial"; font-size: 11pt; font-weight: 700; white-space: pre-wrap;">* </span><a href="https://www.hindustantimes.com/india-news/ministry-of-defence-website-hacked-leads-to-error-message/story-85ASfKmolUiDXEwrwNsAfP.html"><span style="color: #1155cc; font-family: "arial"; font-size: 11pt; white-space: pre-wrap;">Hindustan Times</span></a></span></div>
<div dir="ltr" style="line-height: 1.7999999999999998; margin-bottom: 0pt; margin-left: 36pt; margin-top: 0pt;">
<span id="docs-internal-guid-522a1320-9cdf-51b9-b4b7-141dbd70e8c6"><span style="color: #222222; font-family: "arial"; font-size: 11pt; font-weight: 700; white-space: pre-wrap;">* </span><span style="color: #1155cc; font-family: "arial"; font-size: 11pt; white-space: pre-wrap;"><a href="https://www.ndtv.com/india-news/defence-ministry-website-hacked-leads-to-an-error-page-1833811">NDTV</a></span></span><br />
* <a href="http://www.business-standard.com/article/news-ani/ministry-of-defence-official-website-hacked-118040600841_1.html" target="_blank">Business Standard</a></div>
<div dir="ltr" style="line-height: 1.7999999999999998; margin-bottom: 0pt; margin-left: 36pt; margin-top: 0pt;">
<span id="docs-internal-guid-522a1320-9cdf-51b9-b4b7-141dbd70e8c6"><span style="color: #222222; font-family: "arial"; font-size: 11pt; font-weight: 700; white-space: pre-wrap;">* </span><a href="https://timesofindia.indiatimes.com/india/defence-ministry-website-allegedly-hacked-displays-chinese-character/articleshow/63643681.cms"><span style="color: #1155cc; font-family: "arial"; font-size: 11pt; white-space: pre-wrap;">Times of India</span></a></span></div>
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An example of the coverage</div>
<div style="text-align: left;">
<center>
<iframe allow="autoplay; encrypted-media" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/8KLR8k5cNvg" width="560"></iframe></center>
</div>
<div style="text-align: left;">
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Fueled by our own famous ministers chiming in with their own ideas<br />
<br />
<blockquote class="twitter-tweet" data-lang="en">
<div dir="ltr" lang="en">
Action is initiated after the hacking of MoD website ( <a href="https://t.co/7aEc779N2b">https://t.co/7aEc779N2b</a> ). The website shall be restored shortly. Needless to say, every possible step required to prevent any such eventuality in the future will be taken. <a href="https://twitter.com/DefenceMinIndia?ref_src=twsrc%5Etfw">@DefenceMinIndia</a> <a href="https://twitter.com/PIB_India?ref_src=twsrc%5Etfw">@PIB_India</a> <a href="https://twitter.com/PIBHindi?ref_src=twsrc%5Etfw">@PIBHindi</a></div>
— Nirmala Sitharaman (@nsitharaman) <a href="https://twitter.com/nsitharaman/status/982223129878544384?ref_src=twsrc%5Etfw">April 6, 2018</a></blockquote>
<script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script><br />
It all seemed for the fact that the homepage of the websites showed this image with a Chinese character<br />
<div style="text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhy6-DN9zkyzncSPNGjoG9F4h0fHEnIiZf3WIrJs-6whmXdw-4ZI5Yxd_N0QnCHyESOxkxGRFhpp5tmHKSh2GbsYg9lRaknTBDgqUdD-vsBWUTCwNNO3pEgqnPoWVgmgykuVkJ5nKk6zgs/s1600/photo_2018-04-06_20-42-02.jpg" imageanchor="1"><img border="0" height="289" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhy6-DN9zkyzncSPNGjoG9F4h0fHEnIiZf3WIrJs-6whmXdw-4ZI5Yxd_N0QnCHyESOxkxGRFhpp5tmHKSh2GbsYg9lRaknTBDgqUdD-vsBWUTCwNNO3pEgqnPoWVgmgykuVkJ5nKk6zgs/s320/photo_2018-04-06_20-42-02.jpg" width="320" /></a></div>
<div style="text-align: left;">
And though most of india's government portals and websites aren't really what we call secure (I'll cite the references later), hilariously this time <b><i>it really was not a hack!</i></b></div>
<div style="text-align: left;">
<b><i><br /></i></b></div>
<div style="text-align: left;">
<b><i>I got tired of explaining everyone in social media again and again what went wrong hence this blogpost.</i></b></div>
<div style="text-align: left;">
<b><i><br /></i></b></div>
<div style="text-align: left;">
It really was just a mis-configured Drupal theme :)</div>
<div style="text-align: left;">
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You see, most of the websites by <a href="https://www.nic.in/" target="_blank">NIC</a> for government portals are made using a CMS called Drupal. Which is not a bad thing itself, White House's website is made in Drupal. But the hilarious thing is they were using a theme called <a href="https://www.drupal.org/project/zen" target="_blank">Zen </a>(https://www.drupal.org/project/zen) and though they customized the theme to suit the respective government portals, they did not customize the maintenance page!</div>
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Any idea what is Zen Theme's logo?</div>
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<a href="https://www.drupal.org/files/styles/grid-3/public/images/zen-logo.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="130" data-original-width="220" src="https://www.drupal.org/files/styles/grid-3/public/images/zen-logo.png" /></a></div>
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Now see the character on that screenshot and in the logo? </div>
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And now the most awesome part is, that character is not even Chinese. It's Japanese (Kanji to be precise <span style="font-size: 1rem;">禅). After reading all this if you are in need of some Zen, I won't blame you. Head over to: </span>https://en.wikipedia.org/wiki/Zen<br />
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Still don't believe me? Then look at the source code.<br />
The Zen theme logo is located at : <a href="https://github.com/JohnAlbin/now/blob/master/www/sites/all/themes/zen/logo.png">https://github.com/JohnAlbin/now/blob/master/www/sites/all/themes/zen/logo.png</a><br />
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And it is referenced at Line 46 of the <a href="https://github.com/JohnAlbin/now/blob/master/www/sites/all/themes/zen/templates/maintenance-page.tpl.php" target="_blank">maintenance template file</a>.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEimwkDqsf7z_Z6G5rwwgTIgHLjXbkbqmy4ugfbeg3AiiDdYclLTDvjRdm70-ZXw62dwjMtO_oUrmdi9h5UU3Ou-4NLr6uzD4tnlLeSN8PAhz6umMApAhQgxtwiKt8_AOtTb7aXzSrAfe_Q/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="42" data-original-width="1202" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEimwkDqsf7z_Z6G5rwwgTIgHLjXbkbqmy4ugfbeg3AiiDdYclLTDvjRdm70-ZXw62dwjMtO_oUrmdi9h5UU3Ou-4NLr6uzD4tnlLeSN8PAhz6umMApAhQgxtwiKt8_AOtTb7aXzSrAfe_Q/s1600/Capture.PNG" /></a></div>
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And that logo.png file is this one </div>
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<a href="https://github.com/JohnAlbin/now/blob/master/www/sites/all/themes/zen/logo.png?raw=true" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="64" data-original-width="57" src="https://github.com/JohnAlbin/now/blob/master/www/sites/all/themes/zen/logo.png?raw=true" /></a></div>
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So in short, <b>those claims about hack are not true!</b></div>
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<span id="docs-internal-guid-522a1320-9cdf-51b9-b4b7-141dbd70e8c6"><span style="color: #222222; font-family: "arial"; font-size: 11pt; font-style: italic; font-weight: 700; white-space: pre-wrap;"><img height="217" src="https://www.tanay.co.in/sites/default/files/cdn/2018/04/07/fPtnftyLF2KBc4EuZCSk2Gap5qcUJ_AYZX7IRBlb-Fqueznw6wH-Zi7jcjWxvfDk-BJ2SR-PBVmnX_A5-enJBAOqKQB3P970OOQwvAEGTlPbrxd6j7FR9c2738T61fbAQfqEF0Oa" style="border-style: none; border-width: initial; transform: rotate(0rad);" width="346" /></span><span style="color: #222222; font-family: "arial"; font-size: 11pt; white-space: pre-wrap;"> </span></span></div>
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<span id="docs-internal-guid-522a1320-9cdf-51b9-b4b7-141dbd70e8c6"><span style="color: #222222; font-family: "arial"; font-size: 11pt; white-space: pre-wrap;"><img height="287" src="https://www.tanay.co.in/sites/default/files/cdn/2018/04/07/Xck7f75Pvh9u4AGxfpVDW-aaEui-mnrxBhxeLPGOFCsgawYhpF3mQKcqaE7j-G2Wa4PfnpEV5Sf1Ti0ePwCO4bx_13LVr1XuoW5CwrkDgW5ETA2Ec45jdf1dXKW7eWtpctAObucb" style="border-style: none; border-width: initial; transform: rotate(0rad);" width="325" /></span></span></div>
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<span style="color: #222222; font-family: "arial";"><span style="white-space: pre-wrap;"><b><span style="font-size: 14.6667px; font-style: italic;">Next time, please don't believe everything you read in the internet? Specially if it's coming from our renowned ministers....</span></b></span></span><br />
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<span style="color: #222222; font-family: "arial";"><span style="white-space: pre-wrap;"><b><span style="font-size: 14.6667px; font-style: italic;"><br /></span></b></span></span>
<span style="color: #222222; font-family: "arial";"><span style="white-space: pre-wrap;"><b><span style="font-size: 14.6667px; font-style: italic;"><br /></span></b></span></span><span style="color: #222222; font-family: "arial";"><span style="font-size: 14.6667px; white-space: pre-wrap;"><b><i>Attribution:</i></b></span></span><br />
The last two screenshots and the first list of links of news portals are taken from <a href="http://www.tanay.co.in/blog/how-drupal-themes-logo-caused-confusion-and-escalated-tension-between-two-countries.html" style="font-family: arial; font-size: large; white-space: pre-wrap;" target="_blank">Tanay</a>'s blog (linked). Here is my due attribution along with one for newsmobile.in from whom I took the first image with "hacked" logo :)<br />
<span style="color: #222222; font-family: "arial";"><span style="white-space: pre-wrap;"><span style="white-space: pre-wrap;"><span style="font-size: large;"><span style="font-size: x-large; font-weight: bold;">
</span></span>PS: while looking for his blog I just found out a list of websites which use Drupal in Indian Govt. work by Tanay here: </span><span style="white-space: pre-wrap;"><a href="https://groups.drupal.org/node/248708">https://groups.drupal.org/node/248708</a> so any of them using zen theme should have displayed that logo today (unless someone customized it)</span><b><span style="font-size: 14.6667px; font-style: italic;">
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-27223838138853782002018-04-01T23:25:00.001-05:002018-04-01T23:25:25.893-05:00April Fool and Google Compilation: 2018 Version<div dir="ltr" style="text-align: left;" trbidi="on">
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Every year different teams withing Google spend considerable amount of effort - both time and money to make to come up with awesome nerdy April fool joke/products. I have started following the trend since last two years and they never seem to disappoint. What I have been able to find this year are:</div>
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Where is Waldo - Google Maps Team</h2>
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<a href="https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/UPDATED_-_Waldo_Blog_Full_Flow.gif" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="Waldo Maps GIF" border="0" height="400" src="https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/UPDATED_-_Waldo_Blog_Full_Flow.gif" width="188" /></a>Often Google Maps team comes up with quest/games or real worl overlays that you can interact and play in Maps. In past we have seen pac man appear in map and this year it is Waldo.</div>
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Once you open your Google Map in android or iPhone Waldo will be waving his hands at you and clicking him will take you on a quest to find Waldo in different maps location. You can play and level up. I gave up after level 3 realizing my eyes aren't that great at finding Waldo. The most interesting part of the quest seems to me that you gain badges with more quest you do and the better you are able to find it. Way to go in gamifying a April fool's joke.</div>
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More information on waldo: https://www.blog.google/products/maps/wheres-waldo-find-him-google-maps/</div>
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Google Cloud Hummus API - Google Israel</h2>
Google Wants you to serve organized data to help you make better decisions. And of course when we talk about "serving" they want to use advanced machine learning model on hummus big data warehouse to give you the Hummus API. According to Google<br />
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"We’re extremely excited to share with you our latest Google Cloud groundbreaking technology: After enabling our customers to address senses through Speech & Vision API, we are now releasing a subset of Taste APIs started with a dish we all love - Hummus!"</blockquote>
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Way to go. Build that Taste API :D<br />
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Gboard - Google Japan</center>
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Google Japan envisions a world where you don't even want to memorize your keyboard keys. Or want to type by swiping? Gboard lets you swipe over hardware keyboards. The physical version of Gboard collects “a ton of scribble data” applies machine learning on it to match it with the correct letters. Apparently it works for all ages and, not only do you no longer have to remember where all the letters are, but manufacturers don’t even need to print the letters on the keys anymore.<br />
Interesting...<br />
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Want to read more about it? IN japanese of course : https://japan.googleblog.com/2018/04/tegaki.html</center>
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Googz - Google Australia</center>
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<a href="https://lh5.googleusercontent.com/3CGCEqWkZ_IQ9g0q5Oi4FFe2_lzak5wxLPZuAkXyKPEdMKHcluU516vFX7E9PE3vWVRxe7cnArAvmZ7wZPht0uGJfK3AF9811YOPSMZYdMakJIEJyI2arC9CU-VfRILLQwY1ud_E" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" src="https://lh5.googleusercontent.com/3CGCEqWkZ_IQ9g0q5Oi4FFe2_lzak5wxLPZuAkXyKPEdMKHcluU516vFX7E9PE3vWVRxe7cnArAvmZ7wZPht0uGJfK3AF9811YOPSMZYdMakJIEJyI2arC9CU-VfRILLQwY1ud_E" style="text-align: center;" /></a> Google Australia just decided "Google" is too mainstream and most peoiple in Australian accent call it something like Googz anyway. So they rebranded Google as....yes you guessed it correctly. Googz. </center>
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And fret not, they have all the Googz merchandise you need to remind you of the re-branding ready in store.</center>
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Did I say they re-branded the building as well....</center>
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<img height="421" src="https://lh6.googleusercontent.com/HAzh_fdbxQWLNomOBlG-BGCLF2zGn79A44FsZe07m6MQWX2H-UWmJfV1ucNse-czodv-R8DyDuwHX1orMBYZO8WSX-v0BZDz3u2ebieFm48Zb4mymqcTV2ZKiZ4SA5y594brGoUa" width="640" /></center>
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To read the announcement, head over to: https://australia.googleblog.com/2018/04/just-call-us-googz.html</center>
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Bad Joke detector - Google Files Go team</center>
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<a href="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/PhoneUI_V2.max-1000x1000.png" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em; text-align: justify;"><img alt="Bad Joke Detector - Files Go" border="0" height="400" src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/PhoneUI_V2.max-1000x1000.png" style="text-align: center;" width="397" /></a><div style="text-align: justify;">
Yeah, you heard that right. Remember that little nifty app that used to show you the files you can delete to free up precious space in your android phone? The one which can detect which one are meme's and which are unnecessary files? Today it gets more superpowers to detect which bad jokes were sent to you, classify that and show them to you where you can delete those files freeing up your valuable space.</div>
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Did not see that one coming. And it claims to detect the huge amount of "Good Morning" messages we get in WhatsApp. I sure will be one to try it.</center>
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Read the announcement here: https://www.blog.google/topics/next-billion-users/no-laughing-matter-files-go-introduces-bad-joke-detector/</center>
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ChromeBook Solar Charger - Google ChromeOS Team</center>
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<a href="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Soil-charging.max-1000x1000.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="Soil-charging.jpg" border="0" height="320" src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Soil-charging.max-1000x1000.jpg" width="213" /></a>It seems Chromebooks are also gaining superpowers. And what mighty powers. It can now harness clean renewable energy to recharge itself. But the story doesn't stop there. It can recharge itself with </center>
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<li>Solar</li>
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<li>Compost(!)</li>
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As they say " take your Chromebook charger along and watch the battery level grow like a weed."<br />
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Read about it at: https://www.blog.google/products/chromebooks/harness-your-chromebooks-supercharging-powers/</div>
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-18548837780443174952018-03-08T01:59:00.000-06:002018-03-08T02:41:22.510-06:00HackRice 7.5: How "uFilter" was born<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjx4oKnQb5Go3R2ofpP0Sdcf-uviye_GbfLiXbOy1slriibknnnfLcAOdJ95v_GZILOqyobrdpoF8M8zVqofC5LGS3J-RQtq3jw9Ukm73cTyuTXiiW1gNgyNUOrWHVxagyt5f07igYKL8A/s1600/Screenshot+from+2018-03-06+18-18-24.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="535" data-original-width="1439" height="236" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjx4oKnQb5Go3R2ofpP0Sdcf-uviye_GbfLiXbOy1slriibknnnfLcAOdJ95v_GZILOqyobrdpoF8M8zVqofC5LGS3J-RQtq3jw9Ukm73cTyuTXiiW1gNgyNUOrWHVxagyt5f07igYKL8A/s640/Screenshot+from+2018-03-06+18-18-24.png" width="640" /></a></div>
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I have a thing for Hackathon. I am a procrastinator. A lazy <i>and</i> procrastinator graduate student, not a nice combination to have. But still when I see hundreds of sharp minds in a room scrabbling over idea, hungry to build and prototype their idea. Bring it to life, it finally pushes me to activity, makes me productive. </div>
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That is why I love Hackathon, that is why I love HackRice, our resident Hackathon of Rice University.<br />
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<b><i>TL;DR: if you just want to try the extension, <a href="https://chrome.google.com/webstore/detail/ufilter/fodkdomomfnijpdebiobandpijlnonig" target="_blank">chrome version is here</a> and <a href="https://addons.mozilla.org/en-US/firefox/addon/ufilter/" target="_blank">Firefox version is here</a>.</i></b></div>
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I have been participating at HackRice since 2014, when I think for the first time it was open for non-rice students, and have been participating ever since. What a roller coaster ride it has been, but that is a story for another day.</div>
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HackRice 7.5 being the last one I will be able to attend at Rice, it was somewhat special and emotional for me.</div>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj7Hdmq8WdTAa2SMeqHhCPpfrfSuQJkQ0pJPZHNvPHPbW-VzvoHaFFK_gMQqFySeNM9r_q29o-cUocUU0mycG0-tY9vHZJcpjkcMVqJnJ-P0UydyZA0xFKqZ3nwoFUAC9uWnjFUnq58qJo/s1600/IMG_20180302_190644.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1200" data-original-width="1600" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj7Hdmq8WdTAa2SMeqHhCPpfrfSuQJkQ0pJPZHNvPHPbW-VzvoHaFFK_gMQqFySeNM9r_q29o-cUocUU0mycG0-tY9vHZJcpjkcMVqJnJ-P0UydyZA0xFKqZ3nwoFUAC9uWnjFUnq58qJo/s320/IMG_20180302_190644.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Hackrice 7.5 starts now!</td></tr>
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HackRice 7.5 was a tad different form the other iterations. For starters it was the first time it was being held in Spring semester, and hence on a smaller scale and only to Rice Students. And also instead of normal 26 hours, it was exactly 24 hours. The venue was Liu Idea Lab. I have never been to the lab before, and it seemed to be a nice place to sit and work. The event started on Friday evening and ended on Saturday evening.</div>
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The event had two tracks, with a beginner and a Data Science track. The organizers had two in depth workshop/tutorials set up for both of these tracks to help out starters. Which I though was really cool. Even though I was brainstorming and prototyping on something different, I sat through them anyway and felt they were really thorough.</div>
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Being a one person team, and not really knowing anybody else I decided to work on a relatively smaller project which I can finish instead of trying anything in Data Science track. The idea I initially had was of a privacy filter. After some more brainstorming realized to properly make one, taking account of all anonymizing factors it probably will take me more time than 24 hours. I decided to settle on more of a toxic/malicious/sanity/trigger word filter. </div>
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<i style="font-weight: bold;">The Idea:</i> Create a browser based extension that can filter out abusive posts, word, sentences paragraphs.</div>
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<i style="font-style: italic; font-weight: bold;">Inspiration:</i><b style="font-style: italic;"> </b>Lately a lot fo us have started noticing the rise of cyber bullying and abusive behaviors across the internet. Be that reddit or facebook group. Often I see it gets me rallied up just before I goto sleep. Often I wish if only I did not read that. Recent increase in cyber bullying is one of the primary reason for the tool. Mental health and online harassment are major, relevant issues today in our current society. Everyone should be able to access content in the internet without fearing for trigger words or harassment. And that goes specially for the people who have been victim of such incidents and really doesn't wish to see any such trigger words.</div>
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<b><i>What is uFilter:</i></b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_hFcq2fzh3j5o-C5bSxCREVjek_3LDE6RmNKAtfGOQJkr2m9pgCobqGnfQwyy811Q7eYQDc20_l-UMXTDcpPS9rfY73v1w_xkQR8lkkWgWD_sK62JUjioySMcEIoHSgcL6jNfQZhKUeE/s1600/Screen+Shot+2018-03-03+at+6.56.38+PM.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em; text-align: justify;"><img border="0" data-original-height="1118" data-original-width="800" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_hFcq2fzh3j5o-C5bSxCREVjek_3LDE6RmNKAtfGOQJkr2m9pgCobqGnfQwyy811Q7eYQDc20_l-UMXTDcpPS9rfY73v1w_xkQR8lkkWgWD_sK62JUjioySMcEIoHSgcL6jNfQZhKUeE/s320/Screen+Shot+2018-03-03+at+6.56.38+PM.png" width="228" /></a>uFilter is a smart web extension made to help people browse the web without seeing content they don't like to see. Bringing the power to choose what to see back to users. The user has a list of buttons as filters they can choose. Either individual or more than one at a go. The process is simple and subtle: check off the type of content you want to avoid and let us handle the rest! Questionable content is blurred out, if you wish to see it nonetheless you can click to reveal the text.</div>
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You can see it in action here:</div>
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<iframe allowfullscreen="" frameborder="0" height="468" mozallowfullscreen="" src="https://player.vimeo.com/video/258445997" webkitallowfullscreen="" width="640"></iframe><br /></div>
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<i>What it does in the background: </i>The contents are blocked at page load, so the user is still able to access the context of the site before making up their mind if they are staying or leaving. The extension has s simple UI which lets them choose what to block and what not.</div>
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They can also click on the covered sections to reveal as they go. The script searches through the entire DOM looking for elements wherever they may be on the page. Sentiment analysis was implemented to determine what content was malicious.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjq4Wo8U8kk2CjrCfTnuAGIrz3Tc4pyVYT9ZqoR8HxoC5VjbzCO19F2t3QygYy2u3F6oruBgNvggrcAiTniTle7Xbs2iyzhUH0yc9a9s_OCads1FpBJ50rFGGUH8GTXbmqSw_xcGsUvGSg/s1600/Screen+Shot+2018-03-08+at+1.22.07+AM.png" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="1191" data-original-width="1600" height="297" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjq4Wo8U8kk2CjrCfTnuAGIrz3Tc4pyVYT9ZqoR8HxoC5VjbzCO19F2t3QygYy2u3F6oruBgNvggrcAiTniTle7Xbs2iyzhUH0yc9a9s_OCads1FpBJ50rFGGUH8GTXbmqSw_xcGsUvGSg/s400/Screen+Shot+2018-03-08+at+1.22.07+AM.png" width="400" /></a></div>
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The script also observes the page so it can adaptively block content on pages like Youtube loading comments, Facebook feed as well as Twitter pages. </div>
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uFilter is not just a dumb keyword filter. It first combs every web page you visit for questionable content based on your filter selection, once it identifies sentences containing questionable content and uses the <a href="http://www2.imm.dtu.dk/pubdb/views/publication_details.php?id=6010">AFINN-165</a> wordlist and <a href="http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0144296">Emoji Sentiment Ranking</a> to perform <a href="http://en.wikipedia.org/wiki/Sentiment_analysis">sentiment analysis</a>. Once it determines it has abusive content. It blurs out only that portion.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9vsHdGbNkiktJXA0rNd0J1hM0OPmbLWwyR7h_4xKW0KxqlDF3vSHk1j-cLqgVXn8t8doC_WZ8eZl4VzmjTTQwwwucxeaFXMkIBrAwQLjkZh4LYCA7cNpkLQwLLeybYw3ymdftjaA8T84/s1600/Screen+Shot+2018-03-03+at+5.05.51+PM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="800" data-original-width="1280" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9vsHdGbNkiktJXA0rNd0J1hM0OPmbLWwyR7h_4xKW0KxqlDF3vSHk1j-cLqgVXn8t8doC_WZ8eZl4VzmjTTQwwwucxeaFXMkIBrAwQLjkZh4LYCA7cNpkLQwLLeybYw3ymdftjaA8T84/s640/Screen+Shot+2018-03-03+at+5.05.51+PM.png" width="640" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh-E5p2zKYyo9JXj8LiP1cWYrDa-N_iHCwCjRQ1ADMGMB37_NovKaGmiLhFdsRBrxNL5XeWit6NwsjwMDX5YtHfUqAKvIkMkQJHPRUWZ3iNGkw1eghDmu1vs2kJ1oLm50-Ig-S8g9ABb6I/s1600/Screen+Shot+2018-03-03+at+7.03.15+PM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="785" data-original-width="1600" height="314" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh-E5p2zKYyo9JXj8LiP1cWYrDa-N_iHCwCjRQ1ADMGMB37_NovKaGmiLhFdsRBrxNL5XeWit6NwsjwMDX5YtHfUqAKvIkMkQJHPRUWZ3iNGkw1eghDmu1vs2kJ1oLm50-Ig-S8g9ABb6I/s640/Screen+Shot+2018-03-03+at+7.03.15+PM.png" width="640" /></a></div>
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The most useful part of uFilter is, it can observe dynamic webpages and works on texts which are dynamically loaded into the webpage. Hence it works for twitter or Facebook with rolling feed and dynamic texts as well. </div>
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<a href="https://thumbs.gfycat.com/DifficultWeightyArabianhorse-size_restricted.gif" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="343" data-original-width="620" height="221" src="https://thumbs.gfycat.com/DifficultWeightyArabianhorse-size_restricted.gif" width="400" /></a></div>
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Another distinguishing feature of uFilter is, it does not remove/replace any content. If a user decides from the context of the page that s/he wants to read the content, just clicking on the blurry portion will reveal the text to the user.</div>
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<a href="https://thumbs.gfycat.com/HandsomeNippyHornedviper-size_restricted.gif" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="250" data-original-width="795" src="https://thumbs.gfycat.com/HandsomeNippyHornedviper-size_restricted.gif" /></a>All this is done in realtime so the user does not notice any difference in their normal browsing behavior. But of course properly identifying abusive content just programmatically is a hard problem. Recognizing that uFilter gives the user an option to tag/mark/categorize text as offensive. Once a user does that, the filter will learn from it. This information is stored in a firebase datastore <b>without any identifying information</b> and helps uFilter.<br />
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The end result is a <i style="font-weight: bold;">uFilter</i> which can intelligently sanitize any website or webpage you visit of any abusive content you do not wish to see. You can see it in action<br />
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<iframe allowfullscreen="" frameborder="0" height="100%" scrolling="no" src="https://gfycat.com/ifr/HopefulGenuineAsianpiedstarling" style="left: 0; position: absolute; top: 0;" width="100%"></iframe></div>
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<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: right; margin-left: 1em; text-align: right;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkv4m3WRjK7sclth0mV3dcpFR_yBbw4S6UhScDEEpbz-J-mR-6-mIymaQp05mb1pxOLZtdELv9daU6kCoajzGdj7guAlk-DfHs6uXvzVOU0eAlvKrAzfBqou8CzFiqkvJtRMmna2JujIo/s1600/2018-03-08+01.50.40.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1280" data-original-width="720" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkv4m3WRjK7sclth0mV3dcpFR_yBbw4S6UhScDEEpbz-J-mR-6-mIymaQp05mb1pxOLZtdELv9daU6kCoajzGdj7guAlk-DfHs6uXvzVOU0eAlvKrAzfBqou8CzFiqkvJtRMmna2JujIo/s320/2018-03-08+01.50.40.jpg" width="180" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Got this beautiful earphone as prize</td></tr>
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<i>Coming back to Hackrice.</i> I really did not expect much when I submitted it for judging. I had just barely made a working prototype and published it in Chrome Web Store. It was working in Firefox but it still had some security problems for which Firefox was not publishing the add-on. Surprisingly the judges including Dr. Wang was really interested in the idea and specially the implementation. When the time came for deciding winners it was announced that <b>uFilter won the first prize!</b> Imagine my delight!<br />
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If you want to know more about the project, visit the submission page at <a href="https://devpost.com/software/ufilter" target="_blank">devpost</a>.<br />
If you want to try the add-on, I will be delighted to hear your feedback!<br />
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<a href="https://chrome.google.com/webstore/detail/ufilter/fodkdomomfnijpdebiobandpijlnonig" target="_blank">Chrome version download link!</a><br />
<a href="https://addons.mozilla.org/en-US/firefox/addon/ufilter/?src=search" target="_blank">Firefox version download link!</a><br />
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<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/AVvXsEhTiq0MGWbLCXXhHcuyGBNrZhkB5JKPtAB4Mia0Vay7SB7Bg6WGk7eyQ6ySGqml9VuWLrtRYtm_SYPanHaxirySUfbyWho7KRxMXuDh9YeIXt2YrMwVptku3KBpF8zCA1cGgPa-ZUqhbsA/s1600/MVIMG_20180303_223557.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1200" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhTiq0MGWbLCXXhHcuyGBNrZhkB5JKPtAB4Mia0Vay7SB7Bg6WGk7eyQ6ySGqml9VuWLrtRYtm_SYPanHaxirySUfbyWho7KRxMXuDh9YeIXt2YrMwVptku3KBpF8zCA1cGgPa-ZUqhbsA/s400/MVIMG_20180303_223557.jpg" width="300" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The loot :D A QC30 and Solar Backpack</td></tr>
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-51564322689095168572018-01-10T15:37:00.004-06:002018-01-10T15:37:49.160-06:00macOS High Sierra App Preference Unlock Bug : Be high to unlock that padlock with any password<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://cnet1.cbsistatic.com/img/zXwKScpgK16PlnUUu2PgXcOULRI=/1600x900/2017/09/27/1934b65e-89f2-4449-ae15-61584288ed9d/macos-high-sierra-image.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: Georgia, Times New Roman, serif;"><img border="0" data-original-height="450" data-original-width="800" height="360" src="https://cnet1.cbsistatic.com/img/zXwKScpgK16PlnUUu2PgXcOULRI=/1600x900/2017/09/27/1934b65e-89f2-4449-ae15-61584288ed9d/macos-high-sierra-image.jpg" width="640" /></span></a></div>
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<span style="font-family: Georgia, Times New Roman, serif;">It has been a very interesting year for macOS. If we keep security in mind. After<span style="background-color: white; color: #1d2129; font-size: 14px; letter-spacing: -0.12px;"> </span>we all were enjoying the "elevated" privileges[<a href="https://l.facebook.com/l.php?u=https%3A%2F%2Ftwitter.com%2Fsatefan%2Fstatus%2F935614374193983488&h=ATOPpBdSLiBpeiuDxaIPEvUkghgTYXIfctHYhE0SLXdr9s90byirBXg7ZLbJ-51YH6yAyWCcZ6DLkS02oNNW5K-nf38p7VefsyqobJ7KLVmebUgUomQ8lEOx_-FjqA-DohO3NQ7lXgRKbZMV9T0wmgD4-lfc7u3TynUTaDCKAbMomKYJBF8VhJ5GxxfbYEJfNQOEJp05wJH5697KTYQMTSxBpfdfVf2AGmn7nzGp4odoVWMVJ6AXelZRiiJo4O2MbGGz4qgFPyuhLw" target="_blank">1</a>], combined with the 'root'less effort[<a href="https://l.facebook.com/l.php?u=https%3A%2F%2F9to5mac.com%2F2017%2F11%2F29%2Fhow-to-fix-macos-file-share%2F&h=ATMI4p_ralytBSjQxWTPJBt_4ShvqKomjMR7_kaqEsd_hhtZJP9vUAIapcZ-gSTu-tMz1EQhQxf_vcGrH3nKnYyx6ETvFjbKONQHMUItUi7tkPbJjbnm6BsJDe6PdYNN2blXNhuD15P7Vi8sKXcMPNTDhBX87t_2-XVpdoM1ADNkAQ1ImwTL82cDWG42Sjv7Qxd22zTUfNmV5N8RK65cjxD5sjzZansZn_BwR3d_Db8wN65d9d6zYCoGdSRZf1g0MSCVSB1d6nV52Q" target="_blank">2</a>], taken to a new high[<a href="https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.wired.com%2Fstory%2Fmacos-update-undoes-apple-root-bug-patch%2F&h=ATO86_1611dN6-TT9_QeSAMxGQ4QNqRFSfh-WJWRLclYHewkqVzEe0yqAOVNL9W3EemCrRQlWD_oZHkR0ujYnd21qjjI5u7h8IzczR8uJUD1fLNDRlDsNd5iXij8f85i3ifzsqSp4yNLh6g8SHmU3a8IFlRx3DTg8hWaD-hVpaS6T0Q4qaTiOQbgCjMUpxhs9jiiG0H1fUvwK0pYhRFdDxIKg0vQC1Z3vA9nXFWHkIF9LlQeDEsR8Reti0_hYd2iI2osB69cp6GDYg" target="_blank">3</a>] by apple. And not forgetting the local notification bug [<a href="https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.theverge.com%2F2017%2F12%2F2%2F16727112%2Fiphone-crash-bug-december-2nd-2017&h=ATOAAjdj3k3JU9GflXxnamemzUvK-NiJlhfzU-nFMomJjcyqV8K_vhkYRG-uCp9O8fwCZJzZeOWlwfaEiS8Nwg0biGFDvLbvc6lkB5KpJTlwNtUCp8Eq1-FkbCKkNeeVRo6UI85A65O69hrxjcQ0YQ7RCBJTBo12rsVW19KZjjkXCrySJrWZZgAApsJerGbq0EtZKjO3xPrwyWP61O9J5VOXdxihVkjky-CRdxO4icS2nuf1lcF-27HcuX599ZKA8AfBVzs-zPMjHg" target="_blank">4</a>].</span><br />
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<span style="font-family: Georgia, Times New Roman, serif;">We really thought it was all over. But then again....how about unlocking your App Preferences panel on your high sierra without any password at all?</span><br />
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<span style="font-family: Georgia, Times New Roman, serif;">Steps to reproduce:</span><br />
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<li><span style="font-family: Georgia, Times New Roman, serif;">Open System Preferences</span></li>
<li><span style="font-family: Georgia, Times New Roman, serif;">Open App Store</span></li>
<li><span style="font-family: Georgia, Times New Roman, serif;">Check if your padlock is locked. Else lock it</span></li>
<li><span style="font-family: Georgia, Times New Roman, serif;">Try to unlock it and click on "Use Password" option</span></li>
<li><span style="font-family: Georgia, Times New Roman, serif;">Put any password you want in it and it will unlock</span></li>
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<span style="font-family: Georgia, Times New Roman, serif;">How cool is that -_-</span></div>
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<span style="font-family: Georgia, Times New Roman, serif;">If you don't have access to a machine, here is a nice cool video I just recorded showing it in action</span><br />
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<span style="font-family: Georgia, Times New Roman, serif;"><iframe allow="autoplay; encrypted-media" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/3m0lgYJ3eiw" width="560"></iframe></span></center>
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<span style="font-family: Georgia, Times New Roman, serif;">Not sure if it will actually be called a security bug. But there is a bug report atleast now with this video if they take notice.</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjdFpWL9tEdzaOZW6z0EWA4hNp0HtOYnA9h0sSErVPbVCTfwW7QmMQhAz7-7CLyttAppKJaE_KTvgzugOj_OO2dQtMNm-nAmNM_mr5X_Onf-l5s6UmJtyHxhlN30uCxFFgQjaHeWN_xeMU/s1600/Screen+Shot+2018-01-10+at+3.36.26+PM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: Georgia, Times New Roman, serif;"><img border="0" data-original-height="399" data-original-width="930" height="136" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjdFpWL9tEdzaOZW6z0EWA4hNp0HtOYnA9h0sSErVPbVCTfwW7QmMQhAz7-7CLyttAppKJaE_KTvgzugOj_OO2dQtMNm-nAmNM_mr5X_Onf-l5s6UmJtyHxhlN30uCxFFgQjaHeWN_xeMU/s320/Screen+Shot+2018-01-10+at+3.36.26+PM.png" width="320" /></span></a></div>
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-70382482753109539512017-11-04T10:21:00.000-05:002017-12-02T14:37:25.075-06:00MobileDay Mexico and Mixed Reality<div dir="ltr" style="text-align: left;" trbidi="on"><div style="text-align: center;"><img alt="https://sg.com.mx/sites/default/files/styles/teaser/public/images/Logo_MobileDay.png?itok=TrMYCMiA" src="https://sg.com.mx/sites/default/files/styles/teaser/public/images/Logo_MobileDay.png?itok=TrMYCMiA" /> </div><br />
<div style="text-align: justify;">I was invited for a talk at Mobile Day, Mexico last week on 31st October. Mobile Day is a day of conferences aimed at the development of business mobile applications. It consists of a series of lectures, workshops, and a showcase. Mobile Day 2017 was focused on Cross-platform mobile development, especially Progressive Web Applications, Cognitive services (chatbots, recognition of language and images), Virtual and augmented reality and User experience design for mobile applications.</div><div style="text-align: justify;"></div><div style="text-align: justify;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhggYmxUv8GTOXYsq94iRMRmHmSUeb4pRg0ahIZ6iQqMjWO154PGG5A5PsqhoY8rO9alnwoAFIw-zC_B7SnHrGgOjOYZzENVzNbwRmT0qgfAaZSWekaSKr6x0fo2Q6uPsLx02kUI7Ubacs/s1600/IMG_20171031_163733.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhggYmxUv8GTOXYsq94iRMRmHmSUeb4pRg0ahIZ6iQqMjWO154PGG5A5PsqhoY8rO9alnwoAFIw-zC_B7SnHrGgOjOYZzENVzNbwRmT0qgfAaZSWekaSKr6x0fo2Q6uPsLx02kUI7Ubacs/s320/IMG_20171031_163733.jpg" width="240" /></a>I was speaking about Web Mixed Reality at the session. Though initially my session was focused on WebVR and AR, "<a href="https://sg.com.mx/mobileday/session/virtual-reality-for-humans-build-your-world-using-webvr-and-aframe/" target="_blank">Virtual Reality for Humans: Build your world using WebVR and aframe</a>" judging from the reaction of the audience and what interaction I had with them, I tweaked it to include the full spectrum of Mixed Reality.</div><div style="text-align: justify;"><br />
</div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkK4tk-ylwWxiE2faF5HSY8VpephJjO82NqyCYaXd3tir1XbdqThoZVNiutbqG7a4tplYG4U-N_IV-OtwPtvjJMeKJTSgb89o3QlXq5fgpImEdmEarSbWwbtUB7r5URmYNi57FapdZolQ/s1600/IMG_20171031_205216.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkK4tk-ylwWxiE2faF5HSY8VpephJjO82NqyCYaXd3tir1XbdqThoZVNiutbqG7a4tplYG4U-N_IV-OtwPtvjJMeKJTSgb89o3QlXq5fgpImEdmEarSbWwbtUB7r5URmYNi57FapdZolQ/s320/IMG_20171031_205216.jpg" width="240" /></a></div><div style="text-align: justify;">The event was held at "Salón Los Candiles Polanco" which essentially was housed a Hospital as well. The venue was a spacious one and my only complain with the venue would be the sound isolation. The conference room was pretty spacious and more importantly, it was all filled up.</div><div style="text-align: justify;">Most of the talks were in Spanish, but I followed the slides to understand the concepts. The talks were 45 minutes long with Q&A included. Which made it the perfectly timed talk for mine. There were three talks related to VR and AR in the conference. The first one was talking about ARkit, mine being the second one. I started my talk with a little history of VR,AR and how the scenario is today. The first half of my talk concentrated on the technologies involved, their overview and introducing Aframe. </div><div style="text-align: justify;">In the second half, it was mostly live coding and demos. Deviating from my normal flow, in this case, I decided a step by step live coding using community components and then building on top of the previous live demo to show something more complex was the right thing to do. And it worked out pretty well. The audience seemed pretty engaged. I had my concerns if the audience will be engaged enough since my talk was the <b>only</b> non-spanish talk in the whole conference. But I was pleasantly surprised to see the whole room filled up.<br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhlIpY7zFIxe4QBnvyef_s_Pj1b7H1W8uHmo6EejNt82zMnZUdp9YEzV_p4UHkKwJGv7VnOg0rot6v8IOPXzYiBUwyAKHsnDhbPx5lnbDWKK25-9eBTm9qKlUW7rYvy_56u_jUcotK9l_8/s1600/2017-11-04+10.05.07.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhlIpY7zFIxe4QBnvyef_s_Pj1b7H1W8uHmo6EejNt82zMnZUdp9YEzV_p4UHkKwJGv7VnOg0rot6v8IOPXzYiBUwyAKHsnDhbPx5lnbDWKK25-9eBTm9qKlUW7rYvy_56u_jUcotK9l_8/s640/2017-11-04+10.05.07.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Picture Courtesy: Luis </td></tr>
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If you want to have a look at the live stream here is the link in Facebook Video. I will update it if I have a better version from the organizers in youtube</div><div style="text-align: justify;"><center> <iframe allowfullscreen="true" allowtransparency="true" frameborder="0" height="417" scrolling="no" src="https://www.facebook.com/plugins/video.php?href=https%3A%2F%2Fwww.facebook.com%2Fsoftwareguru%2Fvideos%2F2050986408248432%2F&width=500&show_text=true&appId=1612974805697421&height=417" style="border: none; overflow: hidden;" width="500"></iframe></center></div><div style="text-align: justify;"><br />
The live stream surprisingly had 700+ audience when I checked after the stream. I am surprised and humbled. If you are one of the 700, and have any question, feel free to reach out to me via twitter/email or by the comment section! I would love to chat.<br />
<center> <blockquote class="twitter-tweet" data-lang="en"><div dir="ltr" lang="en">.<a href="https://twitter.com/rabimba?ref_src=twsrc%5Etfw">@rabimba</a> on da House <a href="https://twitter.com/hashtag/mobileday?src=hash&ref_src=twsrc%5Etfw">#mobileday</a> <a href="https://twitter.com/mozTechSpeakers?ref_src=twsrc%5Etfw">@mozTechSpeakers</a> streaming -> <a href="https://t.co/kE19tVLX6J">https://t.co/kE19tVLX6J</a> <a href="https://t.co/9SIKxtG7aw">pic.twitter.com/9SIKxtG7aw</a></div>— Luis A. Sánchez 🔥🦊 (@lasr21) <a href="https://twitter.com/lasr21/status/925512530616713216?ref_src=twsrc%5Etfw">October 31, 2017</a></blockquote></center><script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script><br />
I tweaked a little bit the way I normally present and decided to try a new way of doing Q&A. Since this was an audience who were not native English speaker, I figured it might make sense to have a written Q&A than a vocal one. Also that favors the time crunch. I introduced a Q&A link on top of my slide for the whole talk (except demo) where anyone could go in between the talk and I can answer the question written there later. We did take live Q&A's too but as I guessed I had time to take only three live questions before I start creeping on my next speakers time slot. The method worked alright i guess since I had 4 more question there and a lot after the talk outside. Let me know if you think this method makes sense, I am planning to use it in my next talk at <a href="http://itcexpo.com/timetable/event/state-webvr-frame-foray-web-mixed-reality/" target="_blank">Immersive Technology Conference</a> at University of Houston.<br />
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And if you want to have a look at the presentation they are available here<br />
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<center><script async class="speakerdeck-embed" data-id="48f88177d07441c1b6cf209b3e8e3075" data-ratio="1.37081659973226" src="//speakerdeck.com/assets/embed.js"></script></center><br />
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi7uY-MRfCVlPLP5FMNRZe9OK8NBG46sWdASyak8aneD61q34YCysz66DQuL_9wXBGOFpi6YYdXCKkazs7Kug6Q2EGJ2COO3HWo5X6n57R7FNHr9L4iB_tO5778OWGLv5SgjpRycyxpshQ/s1600/IMG_20171031_195235.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi7uY-MRfCVlPLP5FMNRZe9OK8NBG46sWdASyak8aneD61q34YCysz66DQuL_9wXBGOFpi6YYdXCKkazs7Kug6Q2EGJ2COO3HWo5X6n57R7FNHr9L4iB_tO5778OWGLv5SgjpRycyxpshQ/s320/IMG_20171031_195235.jpg" width="240" /></a>The pressing question mostly was <i>what I think will be the better use case for using VR/AR and where the companies should invest. </i>The short answer I gave was to focus more on the users and what is their need. To build better user experience and choose the tech stack of VR/AR that allows them to do that.<br />
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<i></i> <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8f8eDsAPamSv-9-SYXQb1G2ptKj3u6LZk1PrL8PbxQdwASPcZlryBUMxcfthTiMTs-0PjSqxKCBDpV9cJ1YmqhF450x6cuzw-4PaSpVPU-s-JugDYitpNj4SVFVk8MpjjcrofrIJzZFA/s1600/IMG_20171029_142743.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh8f8eDsAPamSv-9-SYXQb1G2ptKj3u6LZk1PrL8PbxQdwASPcZlryBUMxcfthTiMTs-0PjSqxKCBDpV9cJ1YmqhF450x6cuzw-4PaSpVPU-s-JugDYitpNj4SVFVk8MpjjcrofrIJzZFA/s320/IMG_20171029_142743.jpg" width="320" /></a>After the conference there was a short afterparty where I was introduced to a plethora of new Mexican foods and a new beer! Luis and Yuli from Mexican Mozillian community was also present there accompanying me.<br />
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<i></i> After the event we went to another Facebook Developer Circle meetup (to hear about a react session?) and ended up in the state below<br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi-QmW96BW6o63QOELhCyHZ5xwRblkAlqJlf9Ewb1PXVAZvjFO4R4m7RVc_NIN3qYtRUHWRkIgUGdWDaDCWQBVSsHlxKsHszhHjp3jnuob5NpKznE3jeeMtgWCOul0W-lhboTgqc5IWQag/s1600/IMG_20171031_221048.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi-QmW96BW6o63QOELhCyHZ5xwRblkAlqJlf9Ewb1PXVAZvjFO4R4m7RVc_NIN3qYtRUHWRkIgUGdWDaDCWQBVSsHlxKsHszhHjp3jnuob5NpKznE3jeeMtgWCOul0W-lhboTgqc5IWQag/s640/IMG_20171031_221048.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Find me!</td></tr>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjoWk0zmJw1rKbK8f6huq3WLelKnAKJNS6uBXVUp8Zvu06zmIa3QveRSxj8jbqo3lCrgRRQIkOqxZOoFc261nzSDOs6gBPpLKSO6XHiLrTaCbswgQJRM_K30IDbsvj2N6gp_ncdAE1va70/s1600/IMG_20171031_230129.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjoWk0zmJw1rKbK8f6huq3WLelKnAKJNS6uBXVUp8Zvu06zmIa3QveRSxj8jbqo3lCrgRRQIkOqxZOoFc261nzSDOs6gBPpLKSO6XHiLrTaCbswgQJRM_K30IDbsvj2N6gp_ncdAE1va70/s320/IMG_20171031_230129.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Trying to decide what to get on the menu</td></tr>
</tbody></table>Overall the experience was awesome for me. Not only the conference the whole experience of visiting Mexico and it's amazingly talented community of developers. Not everyday I get to meet a bunch of Facebook Community members who become increasingly interested in ReactVR, WebVR over a plate of Tacos!<br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEij0x_wF69MiOBnYpPLqKAye0cAxfSxcuZgcqVGj9ie-PdGppZhg1FlzhUrQm1Dm6UT2OGHMXvYSV0R2Jho_Qay13HSfwUksCrYWwX81zKL3NLfWGydmFwkCN6JQ_qKULznqXp-S8QzT7U/s1600/IMG_20171029_162523.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEij0x_wF69MiOBnYpPLqKAye0cAxfSxcuZgcqVGj9ie-PdGppZhg1FlzhUrQm1Dm6UT2OGHMXvYSV0R2Jho_Qay13HSfwUksCrYWwX81zKL3NLfWGydmFwkCN6JQ_qKULznqXp-S8QzT7U/s320/IMG_20171029_162523.jpg" width="240" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Handling a bowl of Pozole</td></tr>
</tbody></table>The only thing I enjoyed more was the food, and the street food. It was absolutely amazing! And that is coming from someone who lives at Houston and has access to most of the Mexican foods (now I know not all taco's are created equal...).<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEilP-0c3xzB7q18mipGmY6CUPjq9TwopUEBjubexvM3MPXBGK1F_R22v5IKpeuFjvT7T6OGBdm9vIacbwB92QKXcIEqmH-tkzLZziJouR-k08FXbwd_R5lxgrmnKnW3klk_ypoqVGJWbQU/s1600/IMG_20171029_174028.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEilP-0c3xzB7q18mipGmY6CUPjq9TwopUEBjubexvM3MPXBGK1F_R22v5IKpeuFjvT7T6OGBdm9vIacbwB92QKXcIEqmH-tkzLZziJouR-k08FXbwd_R5lxgrmnKnW3klk_ypoqVGJWbQU/s320/IMG_20171029_174028.jpg" width="320" /></a>I got to meet with a lot of awesome people at Mobile Day and loved the conference (would have loved more if I knew Spanish, time to install Duolingo). And all the credit for taking me to different places and meet with these wonderful people falls to <a href="https://twitter.com/tuxxy" target="_blank">Yuli</a> and <a href="https://twitter.com/lasr21" target="_blank">Luis</a>, our Mozilla Mexico Community members. They just made my whole trip immensely enjoyable.<br />
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<tr><td style="text-align: center;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgm_jchKZMYVUuopFQSwWX9Ez6Dh0g0NpMD0Uqr18nPgT6d0K0OKJYQ_5UHYP3UBoQzKRmCzZ6fJjcFl6kmGZfyuKhYIvCl3nb0TLJ7V0preEdW__nRwXAWUguJTaMk9DHUC17Ik5cNbBM/s400/IMG_20171030_183732_228-01.jpg" style="margin-left: auto; margin-right: auto;" width="400" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">সূর্যদেবের বন্দি(Prisoners of Sun):I wanted to go there since I was a kid</td></tr>
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</div><div style="text-align: left;">That mostly sums up my experience. As always feedback is appreciated and immensely valued on the talk. If you see the video and have my comments or suggestion you want to make. Please do get in touch via the comment section or by my twitter handle. </div><div style="text-align: left;"><br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5P3w5BdeehoyIvhmcnJlSs2fdM6YOSDdS3TLS5nEBcfAOYQej3LD66oelD7XPwn23entnA9CAbSAxmb9SsLfrYkXBWxGmC0fwhRBM4JN4tm3klym7ZkhnP0gp_jJpeM5vtXpX0yXExf4/s1600/IMG_20171031_221241.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5P3w5BdeehoyIvhmcnJlSs2fdM6YOSDdS3TLS5nEBcfAOYQej3LD66oelD7XPwn23entnA9CAbSAxmb9SsLfrYkXBWxGmC0fwhRBM4JN4tm3klym7ZkhnP0gp_jJpeM5vtXpX0yXExf4/s320/IMG_20171031_221241.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="color: #0000ee;">Till then!<u><br />
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</tbody></table><div style="text-align: center;"></div></div></div>Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0Mexico City, CDMX, Mexico19.4326077 -99.13320799999996818.953317199999997 -99.778654999999972 19.9118982 -98.487760999999963tag:blogger.com,1999:blog-3488546968680955600.post-663832895252240262017-10-17T12:03:00.000-05:002017-10-17T14:45:32.785-05:00Hackrice 2017 and HarveyTrack : How social media can help in disaster management<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgQSk8t9C3F50F8y1xbLdkVfNZ2NSBYRBN1wVzGVvj5smMP6gVV5VKNjJJpseZoQ5Q9suW3LzB-oF8MpGzr4U_4O80XldMpPNjaZSaTlC4u4hw6eSpj9gtwExcyt5kPTS-ZUGWkAXkNwOQ/s1600/front_page.png" imageanchor="1"><span style="font-family: "georgia" , "times new roman" , serif;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgQSk8t9C3F50F8y1xbLdkVfNZ2NSBYRBN1wVzGVvj5smMP6gVV5VKNjJJpseZoQ5Q9suW3LzB-oF8MpGzr4U_4O80XldMpPNjaZSaTlC4u4hw6eSpj9gtwExcyt5kPTS-ZUGWkAXkNwOQ/s1600/front_page.png" /></span></a></div>
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<span style="font-family: "georgia" , "times new roman" , serif;">Each year Rice University holds an annual Hackathon for everyone to participate and code away their weekend. All the students who participate trade away their sleep for a weekend to build something cool in 36 hours and showcase it. That's how hackathons are and that's the thrill of it.</span></div>
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<span style="font-family: "georgia" , "times new roman" , serif;">And I <i>love</i> that thrill. I love taking part in Hackathons. It's a way for me to work on my ideas, hobby projects which I always wanted but never could, because of the classic time crunch of being a graduate student at Rice. Classes, Research and Valhalla take away most of your time and you hardly get enough time to work on your side projects.</span></div>
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<span style="font-family: "georgia" , "times new roman" , serif;">My affair with <i>HackRice</i> goes back to 2014 when I first participated in HackRice from Dallas and won the Mastery Of Computer Science award by the department of computer science. That kickstarted a snowball effect which is responsible for much of what I am today. But that story is for another day and demands another blog post all by itself.</span></div>
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<span style="font-family: "georgia" , "times new roman" , serif;">This year HackRice 2017 was my fourth time participating in the Hackathon. It was also probably the last time I will be taking part as a student so it was special for me. HackRice had five tracks this year. And one of those tracks was The Hurricane Harvey track which dealt with designing any application that deals with Hurricane Harvey. Being one of the many people who got affected by the flooding at Harvey and having friends who were stuck in House for days, I decided it's the perfect opportunity to do something about it in the Hackathon. On a side note, you can see what happened to our apartment during the flooding in the video.</span></div>
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<iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.blogger.com/video.g?token=AD6v5dwTId2U7vWUmN3iWZ9_lYdYxgvLJlHuOQX5StORcZMmZu9sWSk4pEtUD19pgNFAhtoLF6Xe8LZ_54Llg5x7Dw' class='b-hbp-video b-uploaded' frameborder='0'></iframe></div>
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<span style="font-family: "georgia" , "times new roman" , serif;">The prize from JPMorgan and Chase for the category on best hack of Harvey Disaster management using social media also encouraged me :)</span><br />
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-large;">Motivation</span><br />
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span> <span style="font-family: "georgia" , "times new roman" , serif;">The motivation behind the concept was, people post a lot of updates to facebook and twitter. This <a href="https://www.reddit.com/live/zhon9xy85b55/" target="_blank">reddit thread </a>was my own source of information. The hack was suppsoed to make it easier to dynamically encompass all these kind of coverage and then use keywords, filters and different statistical methods to make sense out of the data to actually create alerts and help victims and early responders withreal-timee data.</span></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-large;">The Team</span></div>
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;">I am by nature a very lazy person and have a very curious relationship with working in any team. I have been told (by my advisor even...) that I function better in a team. But also when I have better autonomy. In short, the team works best if I am in a team with my friends. Having realized that I started the hackathon alone and kept bugging my friend <a href="https://dasavisha.github.io/" target="_blank">Avisha</a> until she agreed to form a team,. She also is a graduate student at the University of Houston hence commute was not a problem for us.</span></div>
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<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span></div>
<div style="text-align: justify;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-large;">The Hack</span></div>
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span></div>
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;">What we initially envisioned was a system that will be able to monitor the social media websites in real-time based on certain parameters. This will essentially be our dashboard which will suggest us what to monitor. And then with help of different set of crafted rules, we will drill further down. While designing the system, we decided to keep the monitoring parameters and "watchers" configurable so that we can change everything from the frontend. My previous encounters with different publicly available social media crawlers made me appreciate how blissful a good UI and configurability can be for crawlers. </span></div>
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span></div>
<br />
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;">And eventually, we made Harvey Track. </span>HarveyTrack<span style="font-family: "georgia" , "times new roman" , serif;"> is a web application for using social media and other resources to track incidents around the world in real-time. Events such as natural disasters or elections or crime, almost anything that people are talking about can be tracked.</span></div>
<span style="font-family: "georgia" , "times new roman" , serif;">HarveyTrack can retrieve data from several sources:</span><br />
<ul style="text-align: left;"><span style="font-family: "georgia" , "times new roman" , serif;">
<li><a href="https://search.twitter.com/">Twitter</a> (tweets matching a keyword search)</li>
<li><a href="https://facebook.com/">Facebook</a> (comments from publicly accessible groups and pages)</li>
<li><a href="http://en.wikipedia.org/wiki/RSS">RSS</a> (article titles and descriptions)</li>
<li><a href="http://getelmo.org/">ELMO</a> (answers to survey questions)</li>
</span></ul>
<span style="font-family: "georgia" , "times new roman" , serif;"> </span><br />
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj65-dv7bgs6ctrFjHqd79LjHBabRKz8UgboJ9hXuK91QKOsIccY83lgz0mYw2ElMw8Ws6WLL_oHhONorfbAWCe_B5uJyzv4UEl5ke-FzFxMDlMS3ECOrAH-OZ5qzTv5soA8zhx__N8uEU/s1600/Screen+Shot+2017-10-17+at+11.52.23+AM.png" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="986" data-original-width="1600" height="246" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj65-dv7bgs6ctrFjHqd79LjHBabRKz8UgboJ9hXuK91QKOsIccY83lgz0mYw2ElMw8Ws6WLL_oHhONorfbAWCe_B5uJyzv4UEl5ke-FzFxMDlMS3ECOrAH-OZ5qzTv5soA8zhx__N8uEU/s400/Screen+Shot+2017-10-17+at+11.52.23+AM.png" width="400" /></a>Items (called reports) from all sources are streamed into the application. Monitors can quickly triage incoming reports by marking them as relevant or irrelevant. Relevant reports can be grouped into incidents for further monitoring and follow-up. Reports are fully searchable and filterable via a fast web interface. Report queries can be saved and tracked over time via a series of visual analytics. </span></div>
<span style="font-family: "georgia" , "times new roman" , serif;"> </span><br />
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span></div>
<span style="font-family: "georgia" , "times new roman" , serif;"> </span><br />
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;">Users can be assigned to admin, manager, monitor, and viewer roles, each with appropriate permissions.</span></div>
<span style="font-family: "georgia" , "times new roman" , serif;"> </span><br />
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span></div>
<div style="text-align: justify;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjRzh-XYmvBGCaEik_bux1A1QR371hGaIRI8mrO3WYl7XTuqvS39O4guGlMj52igIAiXEZKcEam-Zbg4GsjdeEVo3zhT1FExP318qVUkeNQXg3XnQSoWsZjWXTtKLKxLwEdTdcO-X6-xXc/s1600/Screen+Shot+2017-10-17+at+11.52.17+AM.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="684" data-original-width="1600" height="170" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjRzh-XYmvBGCaEik_bux1A1QR371hGaIRI8mrO3WYl7XTuqvS39O4guGlMj52igIAiXEZKcEam-Zbg4GsjdeEVo3zhT1FExP318qVUkeNQXg3XnQSoWsZjWXTtKLKxLwEdTdcO-X6-xXc/s400/Screen+Shot+2017-10-17+at+11.52.17+AM.png" width="400" /></a><span style="font-family: "georgia" , "times new roman" , serif;">And we had the perfect testbed to use it in action. All of this was happening when Hurricane Irma and Jose was just leaving us. In our live demo, we could show the judges in real-time how monitoring global tweets using geo-boundaries helped us identify victims and early responders. Using our filters and keyword based heuristics we could further drill down and categorize <i>priority, SOS</i> tweets and also tweets <i>offering</i> help. Pairing that information with posts in facebook and feeds helped us triangulate their position and also keep a crowdsourced tab on the status of the neighborhood. This we felt especially was important considering when we were stranded in flood, we constantly kept monitoring twitter and reddit feeds to know the status. This tool just made it more comprehensive, easy to do that and also helped us to create automated alerts. The other aspect was to pair early responders with victims and that too was a must for us. And at the end we had a nice analytics which showed all this information in a bar chart and also overlayed on Google Maps. The useful thing that we were able to pull of was to differentiate between real tweets and retweets. That helped prune a lot of false positives.</span></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9RAOKjgGBSFePULWJcoUI8xdlbEfwOjdEKRnylEFezpZY5rHfD9qqBifqYDLCPm92Ir3AmYZ6yVvWSJelMdq4Bh1svwToOpVG_7NhhpT2p9uK8rijXc51BUL8rRn1oHLdvSPsmfx4lm0/s1600/Screen+Shot+2017-10-17+at+11.52.08+AM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="895" data-original-width="1600" height="358" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9RAOKjgGBSFePULWJcoUI8xdlbEfwOjdEKRnylEFezpZY5rHfD9qqBifqYDLCPm92Ir3AmYZ6yVvWSJelMdq4Bh1svwToOpVG_7NhhpT2p9uK8rijXc51BUL8rRn1oHLdvSPsmfx4lm0/s640/Screen+Shot+2017-10-17+at+11.52.08+AM.png" width="640" /></a></div>
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span> <span style="font-family: "georgia" , "times new roman" , serif;">We managed to run it from my localserver and got it live using localtunnel. Which really was a pain.</span><br />
<span style="font-family: "georgia" , "times new roman" , serif;">You can still have a look at it here: https://f9f984bd.ngrok.io </span><br />
<span style="font-family: "georgia" , "times new roman" , serif;">And our submission in DevPost with more details: https://devpost.com/software/harveytrack</span><br />
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span>
<span style="font-family: "georgia" , "times new roman" , serif; font-size: large;"><i>What it can do</i></span><br />
<br />
<ul style="text-align: left;">
<li><span style="font-family: georgia, times new roman, serif;"><i>Monitor FB, Twitter, any website and SMS channel for specific events (based on Source and Incident)</i></span></li>
<li><span style="font-family: georgia, times new roman, serif;"><i>Can classify "Victim" and "responders" based on tweet. So if somebody posts "My basement is full of water! What should I do!" and someone else "My basement is full of water! But I have a boat! Take that harvey". It will classify the first one as <b>victim</b> and the other one as <b>able to help</b></i></span></li>
<li><span style="font-family: georgia, times new roman, serif;"><i>Utilize IBM watson for small magick trciks like stress analysis in text to rank which are most stressed victims and which area</i></span></li>
<li><span style="font-family: georgia, times new roman, serif;"><i>Have a complete tracking system with option to assign different volunteers for different incidents</i></span></li>
<li><span style="font-family: georgia, times new roman, serif;"><i>Handle huge amount of data. Our "Trump" filter enabled us to analyze more than 12k tweets per minute and it didn't carsh!</i></span></li>
<li><span style="font-family: georgia, times new roman, serif;"><i>Of course everything is stored (in mongodb) for later analysis</i></span></li>
</ul>
<br />
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-large;">The Result</span><br />
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span>
<br />
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: right; margin-left: 1em; text-align: right;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhN6OZ3JSUecIruUw4U2u9-BPUoXIgmFgt-11wN9rU_PMB_rwwPdSJQgiVtObn5eT0XpJ8cFjXUmCwq8-Dky22U1W44JTmFMUvd_WG2XI-pTC6UF79l_A63YJj6xUwbHGOMvNP_MTi7Ym4/s1600/21950820_1616427165074622_4484565606192382410_o.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="683" data-original-width="1024" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhN6OZ3JSUecIruUw4U2u9-BPUoXIgmFgt-11wN9rU_PMB_rwwPdSJQgiVtObn5eT0XpJ8cFjXUmCwq8-Dky22U1W44JTmFMUvd_WG2XI-pTC6UF79l_A63YJj6xUwbHGOMvNP_MTi7Ym4/s1600/21950820_1616427165074622_4484565606192382410_o.jpg" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The two teams who won the two challenges in Harvey Track</td></tr>
</tbody></table>
<br />
<div>
<span style="font-family: "georgia" , "times new roman" , serif;"><span style="font-family: "georgia" , "times new roman" , serif;">We ended up winning the </span></span>"<a href="https://devpost.com/software/harveytrack" target="_blank">Best Hack for Disaster Response Using Social Media Data</a>" <span style="font-family: "georgia" , "times new roman" , serif;">award from JPMC. HarveyTrack essentially became a real-time disaster tracking and response application. </span><br />
<div class="separator" style="clear: both; text-align: center;">
<span style="font-family: "georgia" , "times new roman" , serif;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgcY29rBQvZXk9MQvtvlJfidru5H934NRT0NiqhtE-nDUg0n5nSvVuH8oJu6PwqQaT0brA2bEFijFIq4Y3yA7SJnIRTe6FVq7SLJAbWmceFGBAg_UZNtQL4K0lG9ZlFmlvZocl9oZf1dio/s1600/Screen+Shot+2017-10-17+at+11.58.23+AM.png" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="274" data-original-width="562" height="97" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgcY29rBQvZXk9MQvtvlJfidru5H934NRT0NiqhtE-nDUg0n5nSvVuH8oJu6PwqQaT0brA2bEFijFIq4Y3yA7SJnIRTe6FVq7SLJAbWmceFGBAg_UZNtQL4K0lG9ZlFmlvZocl9oZf1dio/s200/Screen+Shot+2017-10-17+at+11.58.23+AM.png" width="200" /></a></span></div>
<span style="font-family: "georgia" , "times new roman" , serif;"> </span></div>
<div>
<span style="font-family: "georgia" , "times new roman" , serif;">Or in fact, any incident tracking that you want to monitor in social media.</span></div>
<br />
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;">Avisha was already back in the home by the time the results were announced and so I got back home with a Bose Soundlink 2 as a prize for the hack. And overall being happy that the allnighter paid off.</span></div>
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span>
<br />
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><b><span style="font-family: "georgia" , "times new roman" , serif;"><i>Also, this was an important lesson for me. If we have a natural or man-made disaster. We don't always have to be a victim. We can use our skills to actually do something about it. I will be happy if this effort can contribute even 0.1% in that effort. If anyone wants to take it up or improve it further ir use it in a similar scenario. The code is always open source and you can get in touch with me to help you set up.</i></span> </b></span></div>
</div>
</div>
Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0Peter and Nancy Huff House, 6100 Main St, Houston, TX 77005, USA29.7205594 -95.39629379999996729.7201284 -95.396924299999966 29.720990399999998 -95.395663299999967tag:blogger.com,1999:blog-3488546968680955600.post-9302995989437089972017-10-09T16:22:00.002-05:002017-10-11T21:42:30.681-05:00Open Source Bridge 2017 :Democratize Virtual Reality<div dir="ltr" style="text-align: left;" trbidi="on"><div style="text-align: center;"><img alt="Related image" src="http://stumptownsyndicate.org/wp-content/blogs.dir/1/2017/03/opensourcebridgephoto.png" height="320" width="640" /></div><div style="text-align: left;"><div style="text-align: justify;"><br />
</div><div style="text-align: justify;">It's almost no secret that I love Open Source Bridge. There are plenty of super awesome developer conferences out there. A lot of which I never visited. But even among the ones I was fortunate enough to visit, Open Source Bridge is very special.</div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjE9LfY2wjwvKZAniwp-EzCNJylfix2KUgU4XYawxp9clMTDIe81gXXu4Vsy5oW-eMykW4ibJ6dASp8UPoWgjJvsLE-mRfEj0FMSTyo9ZKiCZnGHo03PPamkc4eHoIjqF6Tr1ThwXJNMks/s1600/20170623_100334.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjE9LfY2wjwvKZAniwp-EzCNJylfix2KUgU4XYawxp9clMTDIe81gXXu4Vsy5oW-eMykW4ibJ6dASp8UPoWgjJvsLE-mRfEj0FMSTyo9ZKiCZnGHo03PPamkc4eHoIjqF6Tr1ThwXJNMks/s640/20170623_100334.jpg" width="640" /></a></div><br />
<div style="text-align: justify;">This all-volunteer run conference has a special place in my heart and this time it was my third time visiting it. The first two times were pretty interesting for me too. The very first time I visited Open Source Bridge was in 2015, to talk about my first contribution to <a href="http://blog.rabimba.com/2017/02/firefoxos-keyboard-and-prediction-story.html" target="_blank">Firefox OS Keyboard</a>. It was my first talk at a conference in the United States, and at a developer conference. Needless to say, I was pretty tensed and excited as well. I still remember that talk, and also OSB made a video of the talk so that I would not forget -_-</div><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="YOUTUBE-iframe-video" data-thumbnail-src="https://i.ytimg.com/vi/3rhF5iFcmiY/0.jpg" frameborder="0" height="266" src="https://www.youtube.com/embed/3rhF5iFcmiY?autoplay=1" width="320"></iframe></div><br />
<div style="text-align: justify;">In 2016, I was invited to present a talk regarding some IoT work which at that time was still important to Mozilla. OSB stopped recording videos from that year, but this resulted in an opensource.com article which you can read <a href="https://opensource.com/life/16/6/open-source-bridge-interview-rabimba-karanjai" target="_blank">here</a>.</div><div style="text-align: justify;"><br />
</div><table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: right; margin-left: 1em; text-align: right;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZxiRdnvnOBJndYv6nkguVX-xY2gkXKEp_P2-RZPByYZonzUnbcEJLF3I_WX2rlI_0txovyeO_ylGMDwAJPYwSK76Qer3OCR74wwgenFQN75AaxcUVXHv40xfUZHqQ3UFQp98-zbA7q_U/s1600/20170623_132818.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZxiRdnvnOBJndYv6nkguVX-xY2gkXKEp_P2-RZPByYZonzUnbcEJLF3I_WX2rlI_0txovyeO_ylGMDwAJPYwSK76Qer3OCR74wwgenFQN75AaxcUVXHv40xfUZHqQ3UFQp98-zbA7q_U/s400/20170623_132818.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Not every day you see a sign like that</td></tr>
</tbody></table><div style="text-align: justify;">This year I was invited to deliver a talk on WebVR and Aframe titled <i>"Aframe: Your weapon in the war to democratize virtual reality"</i>. The talk was immediately after LinuxCon Beijing and the dates actually clashed. This time the conference was from 20th to 23rd June. Where 23rd was unconference day. I only had 23rd left and they actually gave me a slot on 23rd! The unconference day.</div><div style="text-align: justify;"><br />
</div><div style="text-align: justify;">I reached Portland the night before and had my slides prepared. Fortunately, a flight back from Beijing is a pretty long one and gives you enough time to come and polish your slides. The next morning my talk was scheduled at 10 A.M. That was the only talk of the day apart from the impromptu unconference style events planned for the whole day. I reached the venue in the morning and was taken to the room where the talk was supposed to be held. Most attendees generally leave after the main talks and since this was an unconference day, I really was not expecting too many people. And when I started the talk, there were exactly 4 people in the room, as expected. I was not expecting too many people anyway. Thought it was fine, so started with them and then it all changed.<br />
<br />
<table 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/AVvXsEipKDzezaDl3GhHxiRH5iKN7-9oUmVlRjPw4J7kwj0ePmN_41KEuQtR223RlY5rn_dkOdpWJQ3NwX7si-vPaUIexgHfZe6D_YPxo5EkW58KW66F4dmGa9GC894J1BJ72CZJM_rhXw7KTVs/s1600/20170623_121119.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipKDzezaDl3GhHxiRH5iKN7-9oUmVlRjPw4J7kwj0ePmN_41KEuQtR223RlY5rn_dkOdpWJQ3NwX7si-vPaUIexgHfZe6D_YPxo5EkW58KW66F4dmGa9GC894J1BJ72CZJM_rhXw7KTVs/s400/20170623_121119.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The unconference whiteboard</td></tr>
</tbody></table>Just when I was about to finish introducing me and what webVR is, a bunch of more people entered the room. I just did a recap and started and by the time I was explaining why it is important to have an open ecosystem for the Virtual Reality scene, the room had completely filled up with people standing at the back! That was a complete surprise for me and a huge confidence booster. The rest of the talk went pretty well and very interactive. During my Q&A the audience asked if they can have a longer Q&A and the organizers encouraged me to continue since they didn't have any fixed schedule. The 40 minutes talk ended with an equally bigger super engaging Q&A.<br />
<br />
But that was just the beginning of my surprise. Once it was finished and I was packing up, around 12 of the participants came and asked me if I will be available for a unconference type discussion regarding different privacy concerns of VR along with VR empathy and would like to discuss that. This ended up being another 30 minutes of passionate discussion about different aspects of VR and contributing to two pages of my notepad withed up wuth scribbles and ideas.<br />
<br />
It really was a pleasant surprise to me that on the last day of the conference how many people were still passionate about the topic that they filled up the whole room and also took initiative to have a discussion on the technology and social aspect. My only suggestion for the organizers was to have the conference on weekends instead of in the middle of a week. That would have made it much easier for me to juggle my schedule and I assume was similar to a lot of other attendees too.<br />
<br />
Though it really was just a one day experience for me, I really left the conference that day with a high note.<br />
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<div style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhvhvZwJ_wsNqtaa0BF1PKnBTRgfkGSSS7gb4wf95gXTbVNhld0kPfl3Omd3Q3IGoDBlbV0mxW3X5DhDU4JaLwpcIebkFU1FBPxQcNAU9uGZaiv_pQMqpGlIGER6bP5UOiHZIeAosKFrjQ/s1600/20170623_123552.jpg" imageanchor="1"><img border="0" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhvhvZwJ_wsNqtaa0BF1PKnBTRgfkGSSS7gb4wf95gXTbVNhld0kPfl3Omd3Q3IGoDBlbV0mxW3X5DhDU4JaLwpcIebkFU1FBPxQcNAU9uGZaiv_pQMqpGlIGER6bP5UOiHZIeAosKFrjQ/s400/20170623_123552.jpg" width="300" /></a></div><br />
Do drop a note if you were present at the talk, and have any suggestion for me to improve. </div></div></div>Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0Portland, OR, USA45.5230622 -122.6764815000000245.167192199999995 -123.32192850000003 45.8789322 -122.03103450000002tag:blogger.com,1999:blog-3488546968680955600.post-64653576636871464962017-09-18T00:56:00.002-05:002017-09-18T00:56:47.482-05:00LinuxCon China 2017: Trip Report<div dir="ltr" style="text-align: left;" trbidi="on">
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Linux Foundation held a combination of three events in China as part of their foray into Asia early this year. It was a big move for them since this was supposed to be the first time Linux Foundation would hold an event in Asia.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEifbF9pzjpTF9yneYr-cPAQAMonr2UyAJGmR2zq0AbctONVo4nO9EbPMCaHK_1xhuqd_rxQqLSajzPrtpmiT0abKd1jD0ziFUI4lwuEnaie2864jHiw354xYvSGpDOdXxCEnZYcceKHhcg/s1600/20170619_080917.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEifbF9pzjpTF9yneYr-cPAQAMonr2UyAJGmR2zq0AbctONVo4nO9EbPMCaHK_1xhuqd_rxQqLSajzPrtpmiT0abKd1jD0ziFUI4lwuEnaie2864jHiw354xYvSGpDOdXxCEnZYcceKHhcg/s320/20170619_080917.jpg" width="320" /></a></div>
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I was invited to present a talk on <b>Hardening IoT endpoints</b>. The event was held in Beijing, and since I have never been to Beijing before I was pretty excited for the talk. However, it turned out the journey is pretty long and <i>expensive</i>. Much more than a student like me can hope to bear. Normally I represent Mozilla in such situations, but the topic of the talk was too much into security and not aligned much with the goals of Mozilla at that moment. Fortunately, Linux Foundation gave me a Scholarship to come and speak at LinuxCon China which enabled me to attend LinuxCon and the awesome team at Mozilla TechSpeakers including Michael Ellis and Havi helped me get ready for the talk.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZU145g7HENxuUAv-DKm66ngiUN14kaY1viJqAp4zbGcV7hFadeff4aIuvMfw3TpbQZderLRHSsWYOyfxeNcTvbUqX4In0jC-iuOfU30UpfKyr5MQkNY0rZy4Qzn3kf5-oFi7TcNjYjBU/s1600/20170619_111018.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZU145g7HENxuUAv-DKm66ngiUN14kaY1viJqAp4zbGcV7hFadeff4aIuvMfw3TpbQZderLRHSsWYOyfxeNcTvbUqX4In0jC-iuOfU30UpfKyr5MQkNY0rZy4Qzn3kf5-oFi7TcNjYjBU/s320/20170619_111018.jpg" width="320" /></a>The event was held at China National Convention Center. It's a beautiful and enormous convention center just middle of Beijing. One of the big problems I soon realized after reaching China is, most of the services in my mobile was not working. The <i>great wall </i>(the firewall not the actual one) was preventing most of the Google services I had, unfortunately, that included two apps I was heavily relying on. Google Maps and Google Translate. There, of course, is a local alternative to Google Maps which is Baidu Maps, but since the interface itself also was in Chinese, it wasn't of much help to me. Fortunately, my VPN setup came into my rescue and that has been my source of relief for the next two days in China.</div>
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<i>Pro Tip:</i> If you have to goto china and you rely on some form of service which might be blocked in China. It's better to use a good VPN. One you know will work there or roll your own. I had rolled my own since my commercial vpn also was blocked there.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhVXCIuNuPxlfzIwhfpbr4H02UZYpFo7W41-RYWmWMQbEyuBDDc_rmcXeNwOB6dcSWfKfCYYVSeRazrWCWIkkStm4u5rWN1qXH4hHWutZd29-nU_cHXgE74PVI2FvkkkhwhmgDzbgHZm0k/s1600/35473226525_8292cf3a4a_z.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="212" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhVXCIuNuPxlfzIwhfpbr4H02UZYpFo7W41-RYWmWMQbEyuBDDc_rmcXeNwOB6dcSWfKfCYYVSeRazrWCWIkkStm4u5rWN1qXH4hHWutZd29-nU_cHXgE74PVI2FvkkkhwhmgDzbgHZm0k/s320/35473226525_8292cf3a4a_z.jpg" width="320" /></a>The day started with Linus Trovalds having an open discussion regarding which way Linux is moving. And with very interesting aspects and views.<br />
One of the recurring theme in the discussion, which kept coming up was regarding how the core linux maintainer circle worked. And why it was being relied on only one those very few people. The reply was most stimulating.<br />
The very interesting quote from him was</div>
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<blockquote class="twitter-tweet" data-lang="en">
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"10 top maintainers is very strong team in an open source project" <a href="https://twitter.com/Linus__Torvalds">@Linus__Torvalds</a> <a href="https://twitter.com/hashtag/linuxcon?src=hash">#linuxcon</a> <a href="https://twitter.com/linuxfoundation">@linuxfoundation</a> <a href="https://t.co/B6TQihUTce">pic.twitter.com/B6TQihUTce</a></div>
— Rabimba Karanjai (@rabimba) <a href="https://twitter.com/rabimba/status/876974396031807490">June 20, 2017</a></blockquote>
<script async="" charset="utf-8" src="//platform.twitter.com/widgets.js"></script>Among the other talks I really liked:<br />
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<ul>
<li><a href="https://lc3china2017.sched.com/event/AUzl/breaking-the-curse-of-legacy-how-unikernels-can-prepare-us-for-the-iot-e-amir-chaudhry-docker?iframe=yes&w=100%&sidebar=yes&bg=no">Amir's talk on Unikernal</a></li>
<li><a href="https://lc3china2017.sched.com/event/At19/enhancing-linux-security-with-tpm-20-e-james-bottomley-ibm?iframe=yes&w=100%&sidebar=yes&bg=no">James's talk on Hardening TPM from IBM Research</a></li>
<li><a href="https://lc3china2017.sched.com/event/AVBJ/scheduling-and-resource-management-in-kubernetes-e-ian-lewis-google?iframe=yes&w=100%&sidebar=yes&bg=no">Scheduling and Resource Management in Kubernates</a></li>
<li><a href="https://lc3china2017.sched.com/event/AVBT/uefi-httphttps-boot-e-keng-yu-lin-hpe">UEFI Http/https boot</a></li>
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The other talks were interesting as well. I would have really liked to attend three more talks, namely by Greg on serverless computing on edge, by Swati on Kubernates and by Kai Zhang on container-based virtualization, but that one clashed with my <a href="http://sched.co/AVAy">own talk</a>.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjV404pKKWqhze2pmCN-ypJLLw8TfabDjjrHiGeFw1DkP1ORcC5rpIvYuqbMjQkt-pFzoK4HBRMVP9QCy-egplvQpq2nxLyup1ICEeBRnUF_MiWguJp4kkAFCaIIBddKDPkQHcMrICVZNE/s1600/35473364435_df5beef92c_z.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="265" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjV404pKKWqhze2pmCN-ypJLLw8TfabDjjrHiGeFw1DkP1ORcC5rpIvYuqbMjQkt-pFzoK4HBRMVP9QCy-egplvQpq2nxLyup1ICEeBRnUF_MiWguJp4kkAFCaIIBddKDPkQHcMrICVZNE/s400/35473364435_df5beef92c_z.jpg" width="400" /></a>My talk was on the second day and on a relatively good time, which was especially important for me as the conference wifi was the only one where I could work on my slides.<br />
<i>Lesson Learned: Don't rely on Google Slides in China</i><br />
Fortunately courtesy to my vpn I was able to work on it and have a backup local copy ready for the talk.<br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgJPJE8AJArtiYAXuWyVJt0akVhfn2O5OECNN3BYYcXyB1FAQ1-NadMUVF10uQ3cIOxmwNvS1JNxlgJpXzNOpPg79YUFnQQwgPOaZmsMqDUAAFg-XTKWFNf7FL23lu-AG3iMioJntjyapI/s1600/34632288724_85a3176abe_z.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="265" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgJPJE8AJArtiYAXuWyVJt0akVhfn2O5OECNN3BYYcXyB1FAQ1-NadMUVF10uQ3cIOxmwNvS1JNxlgJpXzNOpPg79YUFnQQwgPOaZmsMqDUAAFg-XTKWFNf7FL23lu-AG3iMioJntjyapI/s400/34632288724_85a3176abe_z.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">That room was pretty big, didn't see this coming</td></tr>
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What I did not anticipate earlier was how eager people were fo<img height="16" id="ajm69ac6x0e8" src="data:image/gif;base64,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" width="16" />r the talk. In a nutshell this was how the room was looking when I took the podium.<br />
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My first reaction was: <i>Wow that's a lot of people! Guess they are really interested in the talk!</i><br />
And then: <i>Shit! I hope my talk is as interesting as all of the super industry relevant talks going on around me in all other rooms</i>.<br />
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Fortunately, the talk went pretty well. I always judge my talk based on how many queries, questions I get after the talk and also how many reactions in twitter. Judging on the number of queries afterwards I guessed atleast it wasn't that bad. I was though super disappointed on the complete radio silence in twitter regarding my talk. Only to realize later that twitter is <i>also</i> blocked in China.<br />
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<i>To Do:</i> Next time come up with better ways to track engagement.<br />
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My only complain here was, normally every Linux Foundation conference records your talk. LinuxCon didn't. Though they did upload all our slides, so if you want to go over a textual version of what I presented, have a sneak peak here. I will be all ears to listen to your feedback<br />
<iframe allowfullscreen="" frameborder="0" height="485" marginheight="0" marginwidth="0" scrolling="no" src="//www.slideshare.net/slideshow/embed_code/key/31w1t2DEFlQHTb" style="border-width: 1px; border: 1px solid #ccc; margin-bottom: 5px; max-width: 100%;" width="595"> </iframe> <br />
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<strong> <a href="https://www.slideshare.net/LCChina/securitypi-hardening-your-iot-endpoints-in-home" target="_blank" title="SecurityPI - Hardening your IoT endpoints in Home. ">SecurityPI - Hardening your IoT endpoints in Home. </a> </strong> from <strong><a href="https://www.slideshare.net/LCChina" target="_blank">LinuxCon ContainerCon CloudOpen China</a></strong> <br />
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This would have normally finished my recount of the event, but this time it didn't I finally went to a BoF session on Fedora and CentOS, and ended up having a 2 hour long discussion on the various issues Mozilla and Fedora communities face and pain points with Brian Exelbierd. We temporarily suspended the discussion with no clear path to a solution but with a notion to touch base with each other again on it.<br />
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<b>Conclusion:</b> LinuxCon was a perfect example of how to handle and manage a huge footfall with a multilingual audience and still make the conference good. The quality of the talks was astounding as well as speakers. I really loved my experience there. Made some great friends (I am looking at you Greg and Swati :D), had some awesome conversation.<br />
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And did I mention the speakers at the day caught up and decided we needed a memoir for us? Which happens to be us discussing everything related to Linux to Mozilla to security in Forbidden City<br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjOzeO713-bDalORWNRbam33XwrfMmHFil1Y4s9cLguNVR9heudznbDxR4YiPvxL1EFgTLwTgYPYIOQoiDnQjmtcJPftyvpBcuA5MDb9yYCtojm-_dbwCeMhqzY9wJAVExAxEw5eYPbvGQ/s1600/IMG_20170621_160010.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjOzeO713-bDalORWNRbam33XwrfMmHFil1Y4s9cLguNVR9heudznbDxR4YiPvxL1EFgTLwTgYPYIOQoiDnQjmtcJPftyvpBcuA5MDb9yYCtojm-_dbwCeMhqzY9wJAVExAxEw5eYPbvGQ/s640/IMG_20170621_160010.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">That in a nutshell were the speakers</td></tr>
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Like I said, one hell of a conference.</div>
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<i><b>PS: </b>If you want to talk to me about anything related to the talk, don't hesitate to get in touch using either my <a href="mailto:karanjai.moz@gmail.com">email</a> or <a href="http://twitter.com/rabimba">twitter</a>.</i></div>
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0tag:blogger.com,1999:blog-3488546968680955600.post-70557092132751553362017-08-31T19:16:00.000-05:002017-09-02T10:51:34.810-05:00Linux Foundation Open Networking Summit<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://www.opnfv.org/wp-content/uploads/sites/12/2017/01/ONS.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="186" data-original-width="492" src="https://www.opnfv.org/wp-content/uploads/sites/12/2017/01/ONS.png" /></a></div>
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The Open Networking Summit took place on April 3-6 – where Enterprise, Cloud and Service Providers gathered in Santa Clara, California to share insights, highlight innovation and discuss the future of open source networking. I was invited to give a talk about Web Virtual Reality and aframe at it.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8r_ZJXqAYSSG7e6vfUoAe3Aw7VAU2H2STQH7895NNdofA21_MTADzKbAu44NqWWKUC_YoLwdVWVHDyvkqlFDF0hSah8Cd160be9wbT0IkIrHxSlZjgM76vPWeqKRUx8-uPoGyUW8lU90/s1600/IMG_20170403_132718.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="150" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8r_ZJXqAYSSG7e6vfUoAe3Aw7VAU2H2STQH7895NNdofA21_MTADzKbAu44NqWWKUC_YoLwdVWVHDyvkqlFDF0hSah8Cd160be9wbT0IkIrHxSlZjgM76vPWeqKRUx8-uPoGyUW8lU90/s200/IMG_20170403_132718.jpg" width="200" /></a>So, Open Networking Summit (ONS) actually consists of two events – there might be more, but I was involved with two. ONS is the big event itself. There is also the Symposium on SDN Research (SOSR). This is an academic conference that accepts papers. </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_rVqxDiEsLmtJ2quZ0in4h3Ts9oH4QhejpD7mP7cN6TqZC6sLKPY3Yvrl47v24LRSFFzjXXcX3JFoTMWsaVw3Tvyc2HN3BqfbCbx0p9oKBB9ziTkodahYvSZjypr5OXPwo-7HgSL0LrE/s1600/IMG_20170403_132347.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_rVqxDiEsLmtJ2quZ0in4h3Ts9oH4QhejpD7mP7cN6TqZC6sLKPY3Yvrl47v24LRSFFzjXXcX3JFoTMWsaVw3Tvyc2HN3BqfbCbx0p9oKBB9ziTkodahYvSZjypr5OXPwo-7HgSL0LrE/s400/IMG_20170403_132347.jpg" width="400" /></a></div>
There were some pretty fantastic papers at the conference. My favorite one – there was a system called “NEAt: Network Error Auto-Correct”. The idea here is that the system keeps track of what’s going on with your network and notices problems and automatically corrects them. It was designed for an SDN setup where you have a controller that is responding to changes in the network and telling systems what to do.</div>
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The event was held at San Jose Convention center and was pretty packed up. </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFPXghutcfLjfiMbXdkJdnTJSHd42dreRtyayaWNnxlp3fwgB3ddM13FZHEXQTQKWaFhBgHB5q1Kl_OvSgZcy3wNQOlMC2zCfnKe0RJTKrCTTsWfex3wfCcvPAYC_AaFXpSSuHYqbtKaE/s1600/IMG_20170405_111542.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFPXghutcfLjfiMbXdkJdnTJSHd42dreRtyayaWNnxlp3fwgB3ddM13FZHEXQTQKWaFhBgHB5q1Kl_OvSgZcy3wNQOlMC2zCfnKe0RJTKrCTTsWfex3wfCcvPAYC_AaFXpSSuHYqbtKaE/s400/IMG_20170405_111542.jpg" width="400" /></a></div>
Keynotes were sprawled across the first floor with a very big auditorium that encompassed the whole of the first floor. The individual talks were assigned different rooms on the two floors.<br />
Poster sessions were held on the second floor near another hall where the accompanying talks with the poster were going on.<br />
The talks were not recorded. I had roughly 35 people in my talk and that was a pretty perfect number of audience to have without being too overwhelmed.<br />
A previous version of my talk is available here. It would be great to have some feedback on it, though the content has changed quite a bit after that</div>
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I frankly received quite a lot of interest in the talk and questions regarding it. The questions mostly were involving authoring tool for WebVR and about how we can create scene's that can interact with industrial hardware.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2OsNXzDv-eVosRw5luAWZul6iuXtjKfrC0UshySPSQppEaNIwazYwdrT_mgYz5zN7VM94WEsMuJ87aVg_oQFwVkq2Ked0W-NKNnbe6iUODfZHfDDCDx6P2NWyK0XhlE4EcGwbbjXKpwA/s1600/IMG_20170404_103908.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2OsNXzDv-eVosRw5luAWZul6iuXtjKfrC0UshySPSQppEaNIwazYwdrT_mgYz5zN7VM94WEsMuJ87aVg_oQFwVkq2Ked0W-NKNnbe6iUODfZHfDDCDx6P2NWyK0XhlE4EcGwbbjXKpwA/s400/IMG_20170404_103908.jpg" width="400" /></a></div>
Something that urged me to work on some pet projects I will write on later about.<br />
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What do you think about how networking and industry can merge with WebVR and VR in general? Let me know by comments or tweeter. I will be posting soon my take on it with a few live example and demos.<br />
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Rabimbahttp://www.blogger.com/profile/01364936670082677725noreply@blogger.com0