Minor cleanup
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@ -149,7 +149,8 @@ title: "Overlay Spreadsheets"
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<h3>Goals</h3>
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<ul>
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<li>Replay edits on a new dataset.</li>
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<li>Build a spreadsheet...</li>
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<li class="fragment">... that can replay edits on a new dataset.</li>
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<li class="fragment">... while supporting "free-form" editing.</li>
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</ul>
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@ -162,8 +163,8 @@ title: "Overlay Spreadsheets"
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<h3>So we built a spreadsheet...</h3>
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<ol>
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<li>Supporting updates to the Data's Shape</li>
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<li>Supporting updates to the Data's Content</li>
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<li>Replaying <b>Shape</b> Updates</li>
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<li>Replaying <b>Content</b> Updates</li>
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</ol>
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<aside class="notes">
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@ -211,9 +212,9 @@ title: "Overlay Spreadsheets"
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<h3>Coping with Big Data</h3>
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<ol>
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<li class="fragment">Naive spreadsheets</li>
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<li class="fragment">Classical Spreadsheets (Excel, Google Sheets, etc...)</li>
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<li class="fragment">DataSpread (Bendre et. al.; ICDE 2018)</li>
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<li class="fragment">Ignorance</li>
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<li class="fragment">Ignore the Problem (This Talk)</li>
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</ol>
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<aside class="notes">
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@ -334,12 +335,12 @@ title: "Overlay Spreadsheets"
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$$H[n] = G[n] + H[n-1]$$
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</div>
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<div class="fragment" style="margin-top: 10px;">
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<div class="fragment" data-fragment-index="1" style="margin-top: 10px;">
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↓
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$$H[n] = sum(G[0:n])$$
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</div>
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<p class="fragment" style="margin-top: 50px">Many common patterns have an <br/>equivalent closed-form representation.</p>
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<p class="fragment" data-fragment-index="1" style="margin-top: 50px">Many common patterns have an <br/>equivalent closed-form representation.</p>
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<aside class="notes">
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So at least for common patterns, we can rewrite them into simple closed-form aggregates that can be sent directly to a SQL engine (like Spark in Vizier).
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@ -354,14 +355,14 @@ title: "Overlay Spreadsheets"
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$$H[n] = G[n] + H[n-2]$$
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</div>
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<div class="fragment" style="margin-top: 10px;">
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<div class="fragment" data-fragment-index="1" style="margin-top: 10px;">
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↓
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<pre><code class="sql">
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SELECT G + lag(H, 2) AS H OVER (ORDER BY row) FROM ...
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</code></pre>
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</div>
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<p class="fragment" style="margin-top: 50px">Window queries work for the rest.</p>
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<p class="fragment" data-fragment-index="1" style="margin-top: 50px">Window queries work for the rest.</p>
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<aside class="notes">
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And while we don't have a formal proof, we're pretty certain that any patterns that we can't get a closed form for, we can express as a window query.
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