Slides for RAI
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Rakefile
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Rakefile
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@ -76,6 +76,17 @@ site :odin_lab, out: "build" do
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end
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end
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## Render 'talks' pages
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for_files(/talks\/.*/) do
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exclude_files(/talks\/index|talks\/graphics|talks\/ubodin/) do
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extract_date_from_filename
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create_collection("talks")
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end
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for_files(/talks\/index/) do
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get_collection("talks").map { |f| f[:in_path] }.each { |dep| add_dependency dep }
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end
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end
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## Specialized Formatting
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for_files(/seminar\/[0-9]{4}(sp|fa)\.html$/) do
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apply {|f| f[:extraCSS] = [{ "asset" => "seminar.css" }] }
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@ -8,9 +8,11 @@
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(function() {
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var svgsToLoad = document.querySelectorAll('svg[data-src]');
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svgsToLoad = Array.from(svgsToLoad)
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console.log(svgsToLoad)
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var loadSVGs = Array.map(svgsToLoad, function (svg) {
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var loadSVGs = svgsToLoad.map(function (svg) {
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fetch(svg.getAttribute('data-src')).then(function (response) {
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return response.text();
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}).then(function (svgCode) {
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@ -421,6 +421,7 @@
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<p>If the assumption is wrong, so is the element.</p>
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</section>
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<!--
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<section>
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<h3>Alice / Bob</h3>
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<ul>
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@ -443,7 +444,7 @@
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<li>Replacing a parse error with a NULL might not be what Eve expects.</li>
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</ul>
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</section>
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-->
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<section>
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<p>An element has a caveat → The element is uncertain.</p>
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@ -0,0 +1,720 @@
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---
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template: templates/talk_slides_v1.erb
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title: Vizier - A Workflow System Disguised as a Notebook
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---
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<%
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$sections = [
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"Workflow Provenance",
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"Fine-Grained Provenance",
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"Caveat Provenance"
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]
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def render_overview(current)
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"""
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<h3>Overview</h3>
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<ul>
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#{$sections.map { |sec|
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"<li #{if sec == current then "style='font-weight: bold'" else "" end}>#{sec}</li>"
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}.join("")}
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</ul>"""
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end
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def animated_svg(path, prefix=true)
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"<svg data-src='#{if prefix then "graphics/2020-11-16/" else "" end}#{path}' class='stretch' />"
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end
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%>
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<section>
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<h2>
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<img src="graphics/logos/vizier-blue.svg" height="100px" style="vertical-align: middle; margin-right: 20px;" />
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<span style="vertical-align: middle;" >VizierDB</span>
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</h2>
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<h4>
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A Workflow System Disguised as a Notebook
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</h4>
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</section>
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<section>
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<section>
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<img src="graphics/2020-11-16/i_dont_like_notebooks.png">
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<attribution>Joel Grus, JupyterCon 2018</attribution>
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</section>
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<section>
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<h3>Jupyter (& all other notebooks)</h3>
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<ul>
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<li>Hidden, hard-to-reason about state</li>
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<li class="fragment highlight-grey">I can't use my editor</li>
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<li>Not good for reusability</li>
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</ul>
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</section>
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<section>
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<h3>Hidden, hard-to-reason about state</h3>
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<img src="graphics/2020-11-16/out_of_order.png">
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<attribution>Joel Grus, JupyterCon 2018</attribution>
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</section>
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<section>
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<h3>The Problem: What People Expect</h3>
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<img src="graphics/2020-11-16/intuition_for_code.png">
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<attribution>Joel Grus, JupyterCon 2018</attribution>
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</section>
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<section>
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<h3>The Problem: What Notebooks Deliver</h3>
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<img src="graphics/2020-11-16/pile_of_code.svg" height="400px">
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</section>
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<section>
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<h3>Hidden, hard-to-reason about state</h3>
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<img src="graphics/2020-11-16/provenance_notebook.svg" height=400px>
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</section>
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<section>
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<h3>Not good for reusability</h3>
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<img src="graphics/2020-11-16/factorizing.png">
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<attribution>Joel Grus, JupyterCon 2018</attribution>
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</section>
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<section>
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<h3>Not good for reusability</h3>
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<img src="graphics/2020-11-16/pimentel_study.svg" height="400px">
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<attribution>João Felipe Pimentel, Leonardo Murta, Vanessa Braganholo, Juliana Freire</attribution>
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</section>
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</section>
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<section>
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<section>
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<img src="graphics/logos/vizier-blue.svg" height="200px" />
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<h2><a href="http://localhost:5000/">Demo</a></h2>
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</section>
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</section>
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<section>
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<section><%=render_overview("Workflow Provenance")%></section>
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<section>
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<h2>Notebook → Workflow Graph</h2>
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<!--
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<ul>
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<li>Extracting Dependencies</li>
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<li>Extracting Dependencies... from Python</li>
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<li>Scheduling Execution</li>
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<li>Versioning</li>
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</ul>
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-->
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</section>
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<section>
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<h3>Notebook → Workflow Graph</h3>
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<img style="vertical-align: middle" src="graphics/2020-11-16/provenance_notebook.svg" height="400px">
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<span style="font-size: 200%; vertical-align: middle; padding: 50px;">vs</span>
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<img style="vertical-align: middle" src="graphics/2020-11-16/provenance_workflow.svg" height="400px">
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</section>
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<section>
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<%=animated_svg("provenance_vizier_naive.svg")%>
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</section>
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<section>
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<pre><code>
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LOAD DATASET 'nyc_taxi.csv' AS taxi
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</code></pre>
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<pre><code>
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SAMPLE 0.1 FROM taxi INTO taxi
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</code></pre>
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<pre><code class="python">
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model = wave_hands_mysteriously()
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</code></pre>
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<pre><code class="python">
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for row in ds.rows:
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row["prediction"] = model.predict(row.values)
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</code></pre>
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</section>
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<section>
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<img style="vertical-align: middle" src="graphics/2020-11-16/provenance_vizier_ideal.svg" height="300px">
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</section>
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<section>
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<h3>The Shared Kernel</h3>
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<dl>
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<div class="fragment">
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<dt>Dependency Analysis is Hard</dt>
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<dd>Need to re-execute all subsequent cells</dd>
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</div>
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<div class="fragment">
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<dt>Checkpointing Python is Hard</dt>
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<dd>Need to re-execute all preceding cells</dd>
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</div>
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</dl>
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<p class="fragment"><b>Solution:</b> Get rid of shared kernels</p>
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<p class="fragment"><b>Solution:</b> Explicit API for inter-cell sharing</p>
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</section>
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<section>
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<pre><code class="python">
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model = wave_hands_mysteriously()
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vizierdb.export_pickle(model)
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</code></pre>
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<pre><code class="python">
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ds = vizierdb.get_dataset("taxi")
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model = vizierdb.get_pickle("model")
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for row in ds.rows:
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row["prediction"] = model.predict(row.values)
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ds.save()
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</code></pre>
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</section>
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<section>
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<p>
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Inputs : { name → artifact_version }
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</p>
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<p>
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Outputs : { name → artifact_version }
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</p>
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</section>
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<section>
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<h3>Cell State</h3>
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<dl>
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<dt>READY</dt>
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<dd>Cell value up-to-date</dd>
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<dt>STALE</dt>
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<dd>Cell needs to be re-executed</dd>
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<div class="fragment">
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<dt>WAITING</dt>
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<dd>Cell <i>may</i> need to be re-executed</dd>
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</div>
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</dl>
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</section>
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<%
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artifacts = [:taxi, :model]
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[
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[ ["READY", {}, {taxi: 1}],
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["READY", {taxi: 1}, {taxi: 2}],
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["READY", {}, {model: 3}],
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["READY", {taxi: 2, model: 3}, {taxi: 4}],
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],
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[ ["READY", {}, {taxi: 1}],
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["STALE", {taxi: 1}, {taxi: 2}],
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["WAIT", {}, {model: 3}],
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["WAIT", {taxi: 2, model: 3}, {taxi: 4}],
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],
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[ ["READY", {}, {taxi: 1}],
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["READY", {taxi: 1}, {taxi: 5}],
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["WAIT", {}, {model: 3}],
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["WAIT", {taxi: 2, model: 3}, {taxi: 4}],
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],
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[ ["READY", {}, {taxi: 1}],
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["READY", {taxi: 1}, {taxi: 5}],
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["READY", {}, {model: 3}],
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["WAIT", {taxi: 2, model: 3}, {taxi: 4}],
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],
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[ ["READY", {}, {taxi: 1}],
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["READY", {taxi: 1}, {taxi: 5}],
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["READY", {}, {model: 3}],
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["STALE", {taxi: 2, model: 3}, {taxi: 4}],
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],
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[ ["READY", {}, {taxi: 1}],
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["READY", {taxi: 1}, {taxi: 4}],
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["READY", {}, {model: 3}],
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["READY", {taxi: 5, model: 3}, {taxi: 6}],
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],
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].each do |provenance| %>
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<section>
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<table style="font-size: 90%;">
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<tr><th>Cell</th><th>State</th>
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<%=artifacts.map { |a| "<th>In[#{a}]</th>" }.join %>
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<%=artifacts.map { |a| "<th>Out[#{a}]</th>" }.join%>
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</tr>
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<%
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["LOAD", "SAMPLE", "Python1", "Python2"]
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.zip(provenance)
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.each do |cell, cell_provenance|
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state, cell_inputs, cell_outputs = cell_provenance
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%>
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<tr>
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<td><b><%=cell%></b></td>
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<td style='font-family: monospace;'><%=state%></td>
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<%artifacts.each { |a| %> <td><%=if cell_inputs.include?(a) then "v#{cell_inputs[a]}" else "" end%></td><%}%>
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<%artifacts.each { |a| %> <td><%=if cell_outputs.include?(a) then "v#{cell_outputs[a]}" else "" end%></td><%}%>
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<% end %>
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</table>
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</section>
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<% end %>
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<section>
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<img src="graphics/2020-11-16/artifacts_vizier_workflow.png">
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</section>
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<section>
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<h3>I don't like notebooks (revisited)</h3>
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<dl>
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<dt>State Model</dt>
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<dd>Enforced in-order execution</dd>
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<dt>Reproducibility</dt>
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<dd>Artifacts explicitly part of the workflow</dd>
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<dt>Reusability</dt>
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<dd>Clearer interfaces for changing things</dd>
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</dl>
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</section>
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</section>
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<section>
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<section><%=render_overview("Fine-Grained Provenance")%></section>
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<section>
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<img src="graphics/2020-11-16/typed_artifacts.svg">
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</section>
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<section>
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<dl>
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<dt>Dataframe</dt>
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<dd>Python ↔ SQL ↔ UI</dd>
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<dd class="fragment highlight-blue">Provenance Analysis</dd>
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<dt>Function</dt>
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<dd>Python → SQL</dd>
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<dt>Directory</dt>
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<dd>Enumerable Contents</dd>
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<dt>Chart</dt>
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<dd>Interactivity in UI</dd>
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</dl>
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</section>
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<section>
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<h3>Fine-Grained Provenance</h3>
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<p class="fragment">Why is this value here?</p>
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<p class="fragment">Caveats</p>
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<p class="fragment">Computation → Data</p>
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</section>
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<section>
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<h3>Fine-Grained Provenance</h3>
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<p>Cells are compiled to Spark Operators (≅ RA)</p>
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<img src="graphics/2020-11-16/provenance_dataflow.png">
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<p class="fragment">... but that doesn't always work</p>
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</section>
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<section>
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<img src="graphics/2020-11-16/provenance_data_and_workflow.png">
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<ul>
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<li>Introspectable "dataflow" cells compile down to Spark.</li>
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<li>Opaque "workflow" cells create dependencies from every inpout row/value to every output.</li>
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</ul>
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</section>
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<section>
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<table>
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<tr><th>Category</th><th>Examples</th><th>API</th></tr>
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<tr><td>Script</td><td>Python, Scala, R</td><td>Workflow</td></tr>
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<tr><td>SQL</td><td>SQL</td><td>Dataflow</td></tr>
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<tr><td>Point/Click</td><td>Load, Plot, Export</td><td>Workflow</td></tr>
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<tr><td>Cleaning Wizard</td><td>Repair Key, Impute</td><td>Dataflow</td></tr>
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<tr class="fragment highlight-blue"><td>Spreadsheet</td><td>Add Col, Edit Value</td><td>Dataflow</td></tr>
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</table>
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</section>
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<section>
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<h2>Supporting One-Off Edits</h2>
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<p>How do you preserve fine-grained provenance through spreadsheet operations?</p>
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</section>
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<section>
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<h3>Vizual</h3>
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<p>Spreadsheet Operations → SQL DDL / SQL DML</p>
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<dl>
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<div class="fragment">
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<dt>Edit Cell A3 to 'foo'</dt>
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<dd style="font-family: monospace;">UPDATE R SET A = 'foo' WHERE ROWID = 3;</dd>
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</div>
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<div class="fragment">
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<dt>Insert Row</dt>
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<dd style="font-family: monospace;">INSERT INTO R() VALUES ();</dd>
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</div>
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<div class="fragment">
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<dt>Insert Column `bar`</dt>
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<dd style="font-family: monospace;">ALTER TABLE R ADD COLUMN `bar`;</dd>
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</div>
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</dl>
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<attribution>"The Exception That Improves The Rule" (Freire, Glavic, Kennedy, Mueller)</attribution>
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</section>
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<section>
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<p>This gives us an edit history in DDL/DML.</p>
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</section>
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<section>
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<h3>Fine-Grained Provenance on DDL/DML</h3>
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<div class="fragment">
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<h4 style="margin-top: 50px;">DML → SQL</h4>
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<p style="font-size: 70%">
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<b>Using Reenactment to Retroactively Capture Provenance for Transactions</b><br/>
|
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Bahareh Sadat Arab, Dieter Gawlick, Vasudha Krishnaswamy, Venkatesh Radhakrishnan, Boris Glavic
|
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</p>
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</div>
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<div class="fragment">
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<h4 style="margin-top: 50px;">DDL → SQL</h4>
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<p style="font-size: 70%">
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<b>Graceful database schema evolution: the PRISM workbench</b><br/>
|
||||
Carlo Curino, Hyun Jin Moon, Carlo Zaniolo
|
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</p>
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</div>
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</section>
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<section>
|
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<pre><code class="sql">
|
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UPDATE R SET A = 'foo' WHERE ROWID = 3;
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</code></pre>
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becomes
|
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<pre><code class="sql">
|
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SELECT CASE ROWID
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WHEN 3 THEN 'foo'
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ELSE A END AS A,
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||||
B, C, /* ... */
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FROM R
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||||
</code></pre>
|
||||
</section>
|
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|
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</section>
|
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|
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<section>
|
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|
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<section><%=render_overview("Caveat Provenance")%></section>
|
||||
|
||||
<section>
|
||||
|
||||
<p>
|
||||
<img src="graphics/clipart/female-computer-user.svg" height="70px" style="vertical-align: middle;"/>
|
||||
<span style="vertical-align: middle; padding-left: 70px; padding-right: 70px">→</span>
|
||||
<img src="graphics/clipart/db.svg" height="70px" style="vertical-align: middle;"/>
|
||||
<span style="vertical-align: middle; padding-left: 70px; padding-right: 70px">→</span>
|
||||
<img src="graphics/clipart/male-computer-user.png" height="70px" style="vertical-align: middle;"/>
|
||||
</p>
|
||||
|
||||
<p class="fragment">
|
||||
<span style="margin-right: 250px; vertical-align: middle;">↓</span>
|
||||
<span style="margin-left: 250px; vertical-align: middle;">↓</span>
|
||||
<br/>
|
||||
<span style="margin-right: 100px; vertical-align: middle;">Assumption</span>
|
||||
<span style="font-size: 300%; vertical-align: middle;" class="fragment">≠</span>
|
||||
<span style="margin-left: 100px; vertical-align: middle;">Assumption</span>
|
||||
</p>
|
||||
|
||||
<attribution>freesvg.org</attribution>
|
||||
</section>
|
||||
|
||||
<section style="top: 121px; display: block;" class="" aria-hidden="true">
|
||||
<h3>Assumptions?</h3>
|
||||
<ol style="font-size: 70%">
|
||||
<li>"This outlier is actually a data error"</li>
|
||||
<li>"There will always be six values in this column"</li>
|
||||
<li>"The correct fix is to delete erroneous records"</li>
|
||||
<li>"Unparseable values should be treated as NULL"</li>
|
||||
<li>"Nobody will analyze this portion of the dataset"</li>
|
||||
<li>"These subjective field observations are correct"</li>
|
||||
</ol>
|
||||
<p class="fragment">Alice needs to document each and every assumption.</p>
|
||||
<p class="fragment">Bob needs to understand the implications<br/>on every part of his analysis.</p>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<img src="graphics/2020-11-16/montoya.jpeg" height="400px" />
|
||||
|
||||
<attribution>© 20th Century Fox</attribution>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<h3>What is a Caveat?</h3>
|
||||
|
||||
<div style="margin-top: 70px;">
|
||||
<p class="fragment">An assumption tied to a fragment of the dataset.</p>
|
||||
<p class="fragment">If the assumption is wrong, so is the fragment.</p>
|
||||
</div>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<pre><code class="sql">
|
||||
|
||||
|
||||
|
||||
caveat(race_ethnicity,
|
||||
'Unexpected race_ethnicity: ' & race_ethnicity)
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
</code></pre>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<pre><code class="sql">
|
||||
|
||||
CASE WHEN race_ethnicity NOT IN ('Black Non-Hispanic', /* ... */)
|
||||
|
||||
THEN caveat(race_ethnicity,
|
||||
'Unexpected race_ethnicity: ' & race_ethnicity)
|
||||
|
||||
ELSE race_ethnicity
|
||||
|
||||
|
||||
|
||||
</code></pre>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<pre><code class="sql">
|
||||
SELECT
|
||||
CASE WHEN race_ethnicity NOT IN ('Black Non-Hispanic', /* ... */)
|
||||
|
||||
THEN caveat(race_ethnicity,
|
||||
'Unexpected race_ethnicity: ' & race_ethnicity)
|
||||
|
||||
ELSE race_ethnicity
|
||||
|
||||
END, /* ... */
|
||||
FROM R
|
||||
</code></pre>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<h3>Propagation</h3>
|
||||
<p>Can twiddling the caveatted value change the output?</p>
|
||||
|
||||
<p class="fragment" data-fragment-index="1" style="margin-top: 50px;">$C \leftarrow (5 \times X) + Y$</p>
|
||||
<p class="fragment" data-fragment-index="1">Caveats on $X$ and $Y$ propagate to $C$<span class="fragment" data-fragment-index="2">*</span></p>
|
||||
|
||||
<p class="fragment" data-fragment-index="2" style="font-size:30%">Some conditions may apply</p>
|
||||
</section>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<section>
|
||||
<h2>Sloooow!</h2>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<img src="graphics/2020-11-16/caveat-spreadsheet.png" height="150px;" />
|
||||
<p style="font-size: 200%">+</p>
|
||||
<img src="graphics/2020-11-16/caveat-list.png" height="150px;" />
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<p>Is a value caveatted?</p>
|
||||
<p class="fragment">≡ Certain answers in incomplete databases</p>
|
||||
<p class="fragment">(coNP-complete)</p>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<h3>Conservative Approximation</h3>
|
||||
|
||||
<div>
|
||||
<p style="margin-top: 20px; font-size: 60%;">
|
||||
<b>Correctness of SQL Queries on Databases with Nulls.</b><br/>
|
||||
Paolo Guagliardo, Leonid Libkin
|
||||
</p>
|
||||
<p style="margin-top: 20px; font-size: 60%;">
|
||||
<b>Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers</b><br/>
|
||||
Su Feng, Aaron Huber, Boris Glavic, Oliver Kennedy
|
||||
</p>
|
||||
</div>
|
||||
<ul>
|
||||
<li class="fragment" data-fragment-index="1">Unmarked rows are guaranteed to be caveat-free.</li>
|
||||
<li class="fragment" data-fragment-index="2">Marked rows might not be caveatted.</li>
|
||||
</ul>
|
||||
</section>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<!--
|
||||
Enumerating Caveats
|
||||
-->
|
||||
<section>
|
||||
<h3>Enumerating Caveats</h3>
|
||||
|
||||
<dl style="margin-bottom: 50px;">
|
||||
<dt>Static Analysis</dt>
|
||||
<dd>Which caveats could possibly affect the element?</dd>
|
||||
|
||||
<dt>Dynamic Analysis</dt>
|
||||
<dd>Which specific caveats affect the element?</dd>
|
||||
</dl>
|
||||
|
||||
<attribution>"Your notebook is not crumby enough, REPLace it" (Brachmann, Spoth, Kennedy, Glavic, Mueller, Castelo, Bautista, Freire)</attribution>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<h3>Static Analysis</h3>
|
||||
|
||||
<p>What calls to <span style="font-family: monospace;">caveat()</span> appear in the derivation of the specified element?</p>
|
||||
|
||||
<p class="fragment">Analogous to <i>program slicing</i>.</p>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<h3>Program Slicing</h3>
|
||||
|
||||
<p>Find lines of code needed to compute a value.</p>
|
||||
|
||||
<p class="fragment">Turing Complete: {Variable}</p>
|
||||
|
||||
<p class="fragment">RA: { (Feature, Predicate) }</p>
|
||||
|
||||
<ul class="fragment">
|
||||
<li>Row</li>
|
||||
<li>Column</li>
|
||||
<li>Sort Order</li>
|
||||
</ul>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<h3>Dynamic Analysis</h3>
|
||||
<ol>
|
||||
<li>For each operator containng a <span style="font-family: monospace;">caveat()</span>, generate a query for the slice.</li>
|
||||
<li>Generate every message output by that <span style="font-family: monospace;">caveat()</span></li>
|
||||
<li>Union the message query results together.
|
||||
</ol>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<pre><code class="sql">
|
||||
WITH data_source AS
|
||||
SELECT caveat(A, 'valid if '& B &' is within tolerances.') AS A,
|
||||
C, D, E FROM R
|
||||
SELECT A FROM data_source WHERE ROWID = i
|
||||
</code></pre>
|
||||
<div class="fragment">
|
||||
<p>↓</p>
|
||||
|
||||
$$\{ \texttt{R} \mapsto (\texttt{A}, \texttt{ROWID = i}) \}$$
|
||||
</div>
|
||||
<div class="fragment">
|
||||
<p>↓</p>
|
||||
<pre><code class="sql">
|
||||
SELECT 'valid if '& B &' is within tolerances.'
|
||||
AS caveat_message
|
||||
FROM R WHERE ROWID = i
|
||||
</code></pre>
|
||||
</div>
|
||||
</section>
|
||||
|
||||
</section>
|
||||
|
||||
<section>
|
||||
|
||||
<section>
|
||||
<h3>
|
||||
<img src="graphics/logos/vizier-blue.svg" height="100px" style="vertical-align: middle; margin-right: 20px;" />
|
||||
<span style="vertical-align: middle;" ><a href="https://vizierdb.info/">https://vizierdb.info</a></span>
|
||||
</h3>
|
||||
<pre style="margin-top: 50px;"><code class="sql">
|
||||
$> pip3 install --user vizier-webapi
|
||||
$> vizier
|
||||
</code></pre>
|
||||
</section>
|
||||
|
||||
<section>
|
||||
<h3>
|
||||
<img src="graphics/logos/vizier-blue.svg" height="100px" style="vertical-align: middle; margin-right: 50px;" />
|
||||
<span style="vertical-align: middle;" >
|
||||
<span style="font-size: 50%;">[https://]</span>VizierDB<span style="font-size: 50%;">[.info]</span>
|
||||
</span>
|
||||
<img src="graphics/2020-11-16/qr.png" height="150px" style="vertical-align: middle; margin-left: 50px">
|
||||
</h3>
|
||||
<hr/>
|
||||
<h4 style="font-size: 70%">
|
||||
Michael Brachmann,
|
||||
Munaf Arshad Qazi,
|
||||
William Spoth,
|
||||
Poonam Kumari,
|
||||
Oliver Kennedy,
|
||||
Boris Glavic,
|
||||
Heiko Mueller,
|
||||
Sonia Castelo,
|
||||
Juliana Freire,
|
||||
</h4>
|
||||
<hr/>
|
||||
|
||||
<h4 style="font-size: 70%">
|
||||
Ying Yang,
|
||||
Su Feng,
|
||||
Aaron Huber,
|
||||
Niccolò Meneghetti,
|
||||
Arindam Nandi,
|
||||
Shivang Agarwal,
|
||||
Olivia Alphonse,
|
||||
Lisa Lu,
|
||||
Gourab Malhotra,
|
||||
Remi Rampin,
|
||||
Carlos Bautista
|
||||
</h4>
|
||||
<hr/>
|
||||
|
||||
<img src="graphics/logos/nsf-small.png" height="100px">
|
||||
|
||||
<img src="graphics/logos/ub_odin_standalone_black.png" height="90px">
|
||||
|
||||
<img src="graphics/logos/iit_dbgroup.png" height="100px">
|
||||
|
||||
<img src="graphics/logos/nyu.png" height="100px">
|
||||
|
||||
<p style="font-size: 16pt">Vizier is supported by NSF Awards ACI-1640864, IIS-1750460, IIS-1956149 and gifts from Oracle</p>
|
||||
|
||||
</section>
|
||||
</section>
|
||||
|
||||
|
||||
|
||||
<script>document.write('<script src="http://' + (location.host || 'localhost').split(':')[0] + ':35729/livereload.js?snipver=1"></' + 'script>')</script>
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rdf:about="">
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<dc:format>image/svg+xml</dc:format>
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<dc:type
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rdf:resource="http://purl.org/dc/dcmitype/StillImage" />
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<dc:title />
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</cc:Work>
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</rdf:RDF>
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xml:space="preserve"><tspan
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After Width: | Height: | Size: 4.5 KiB |
|
|
@ -0,0 +1,33 @@
|
|||
---
|
||||
title: Talk Slides
|
||||
---
|
||||
|
||||
<h1>Talks</h1>
|
||||
|
||||
<%
|
||||
GemSmith::get_collection("talks").
|
||||
map { |f|
|
||||
{ title: f["title"],
|
||||
date: f[:date],
|
||||
path: f[:out_path],
|
||||
author: f.fetch("author", nil)
|
||||
}
|
||||
}.
|
||||
group_by { |data| data[:date].year }.
|
||||
to_a.sort_by { |year, data| -year }.
|
||||
each do |year, records_for_year| %>
|
||||
<h2><%=year%></h2>
|
||||
<ul class="article_list">
|
||||
<% records_for_year.
|
||||
sort_by { |data| -data[:date].to_i }.
|
||||
each do |data| %>
|
||||
<li class="article">
|
||||
<span class="date"><%= data[:date].strftime("%b %e") %>: </span>
|
||||
<a href="<%= root_path(data[:path]) %>">
|
||||
<span class="title"><%= data[:title] %></span>
|
||||
</a>
|
||||
<% unless data[:author].nil? %><span class="author">(by <%= LabMetadata::link_for data[:author] %>)</span><% end %>
|
||||
</li>
|
||||
<% end %>
|
||||
</ul>
|
||||
<% end %>
|
||||
|
|
@ -0,0 +1,403 @@
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@font-face {
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font-family: 'News Cycle';
|
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font-style: normal;
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font-weight: 400;
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src: local('News Cycle'), local('NewsCycle'), url(../slides/reveal.js-3.1.0/fonts/9Xe8dq6pQDsPyVH2D3tMQsDdSZkkecOE1hvV7ZHvhyU.ttf) format('truetype');
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}
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@font-face {
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font-family: 'News Cycle';
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font-style: normal;
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font-weight: 700;
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src: local('News Cycle Bold'), local('NewsCycle-Bold'), url(../slides/reveal.js-3.1.0/fonts/G28Ny31cr5orMqEQy6ljt8BaWKZ57bY3RXgXH6dOjZ0.ttf) format('truetype');
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}
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@font-face {
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font-family: 'Lato';
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font-style: normal;
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font-weight: 400;
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src: local('Lato Regular'), local('Lato-Regular'), url(../slides/reveal.js-3.1.0/fonts/1EqTbJWOZQBfhZ0e3RL9uvesZW2xOQ-xsNqO47m55DA.ttf) format('truetype');
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}
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@font-face {
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font-family: 'Lato';
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font-style: normal;
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font-weight: 700;
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src: local('Lato Bold'), local('Lato-Bold'), url(../slides/reveal.js-3.1.0/fonts/MZ1aViPqjfvZwVD_tzjjkwLUuEpTyoUstqEm5AMlJo4.ttf) format('truetype');
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}
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font-family: 'Lato';
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font-style: italic;
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font-weight: 400;
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src: local('Lato Italic'), local('Lato-Italic'), url(../slides/reveal.js-3.1.0/fonts/61V2bQZoWB5DkWAUJStypevvDin1pK8aKteLpeZ5c0A.ttf) format('truetype');
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}
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@font-face {
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font-family: 'Lato';
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font-style: italic;
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font-weight: 700;
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src: local('Lato Bold Italic'), local('Lato-BoldItalic'), url(../slides/reveal.js-3.1.0/fonts/HkF_qI1x_noxlxhrhMQYECZ2oysoEQEeKwjgmXLRnTc.ttf) format('truetype');
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}
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||||
|
||||
|
||||
|
||||
/**@import url(https://fonts.googleapis.com/css?family=News+Cycle:400,700);
|
||||
@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic);
|
||||
**/
|
||||
/**
|
||||
* A simple theme for reveal.js presentations, similar
|
||||
* to the default theme. The accent color is darkblue.
|
||||
*
|
||||
* This theme is Copyright (C) 2012 Owen Versteeg, https://github.com/StereotypicalApps. It is MIT licensed.
|
||||
* reveal.js is Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se
|
||||
*/
|
||||
/*********************************************
|
||||
* GLOBAL STYLES
|
||||
*********************************************/
|
||||
body {
|
||||
background: #fff;
|
||||
background-color: #fff; }
|
||||
|
||||
.reveal {
|
||||
font-family: 'Lato', sans-serif;
|
||||
font-size: 36px;
|
||||
font-weight: normal;
|
||||
color: #000; }
|
||||
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::selection {
|
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color: #fff;
|
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background: rgba(0, 0, 0, 0.99);
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text-shadow: none; }
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|
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.reveal .slides > section, .reveal .slides > section > section {
|
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line-height: 1.3;
|
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font-weight: inherit; }
|
||||
|
||||
/*********************************************
|
||||
* STATIC HEADER/FOOTER
|
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*********************************************/
|
||||
|
||||
.reveal .header {
|
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position: absolute;
|
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top: 0px;
|
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left: 0px;
|
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right: 0px;
|
||||
height: 25px;
|
||||
text-align: center;
|
||||
padding-left: 15px;
|
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padding-right: 15px;
|
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padding-bottom: 10px;
|
||||
padding-top: 15px;
|
||||
background-color: #041a9b;
|
||||
color: white;
|
||||
font-size: 0.5em;
|
||||
z-index: 100;
|
||||
}
|
||||
.reveal .footer {
|
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position: absolute;
|
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bottom: 0px;
|
||||
left: 0px;
|
||||
right: 0px;
|
||||
height: 40px;
|
||||
text-align: center;
|
||||
padding-left: 15px;
|
||||
padding-right: 15px;
|
||||
padding-bottom: 10px;
|
||||
padding-top: 10px;
|
||||
background-color: #041a9b;
|
||||
color: white;
|
||||
font-size: 0.5em;
|
||||
z-index: 100;
|
||||
}
|
||||
|
||||
|
||||
/*********************************************
|
||||
* HEADERS
|
||||
*********************************************/
|
||||
.reveal h1, .reveal h2, .reveal h3, .reveal h4, .reveal h5, .reveal h6 {
|
||||
margin: 0 0 20px 0;
|
||||
color: #000;
|
||||
font-family: 'News Cycle', Impact, sans-serif;
|
||||
font-weight: normal;
|
||||
line-height: 1.2;
|
||||
letter-spacing: normal;
|
||||
text-transform: none;
|
||||
text-shadow: none;
|
||||
word-wrap: break-word; }
|
||||
|
||||
.reveal h1 {
|
||||
font-size: 3.77em; }
|
||||
|
||||
.reveal h2 {
|
||||
font-size: 2.11em; }
|
||||
|
||||
.reveal h3 {
|
||||
font-size: 1.55em; }
|
||||
|
||||
.reveal h4 {
|
||||
font-size: 1em; }
|
||||
|
||||
.reveal h1 {
|
||||
text-shadow: none; }
|
||||
|
||||
/*********************************************
|
||||
* OTHER
|
||||
*********************************************/
|
||||
.reveal p {
|
||||
margin: 20px 0;
|
||||
line-height: 1.3; }
|
||||
|
||||
.reveal imagecredits {
|
||||
font-size: 12pt;
|
||||
position: absolute;
|
||||
right: -10px;
|
||||
bottom: -10px;
|
||||
text-align: right;
|
||||
}
|
||||
.reveal citation {
|
||||
font-size: 12pt;
|
||||
position: absolute;
|
||||
right: -10px;
|
||||
bottom: -10px;
|
||||
text-align: right;
|
||||
}
|
||||
|
||||
/* Ensure certain elements are never larger than the slide itself */
|
||||
.reveal img, .reveal video, .reveal iframe {
|
||||
max-width: 95%;
|
||||
max-height: 95%; }
|
||||
|
||||
.reveal strong, .reveal b {
|
||||
font-weight: bold; }
|
||||
|
||||
.reveal em {
|
||||
font-style: italic; }
|
||||
|
||||
.reveal ol, .reveal dl, .reveal ul {
|
||||
display: inline-block;
|
||||
text-align: left;
|
||||
margin: 0 0 0 1em; }
|
||||
|
||||
.reveal ol {
|
||||
list-style-type: decimal; }
|
||||
|
||||
.reveal ul {
|
||||
list-style-type: disc; }
|
||||
|
||||
.reveal ul > li {
|
||||
margin-top: 20px; }
|
||||
|
||||
.reveal ul.tight > li {
|
||||
margin-top: 10px; }
|
||||
|
||||
.reveal ol > li {
|
||||
margin-top: 20px; }
|
||||
|
||||
.reveal ol.tight > li {
|
||||
margin-top: 0px; }
|
||||
|
||||
.reveal ul ul {
|
||||
list-style-type: square; }
|
||||
|
||||
.reveal ul ul ul {
|
||||
list-style-type: circle; }
|
||||
|
||||
.reveal ul ul, .reveal ul ol, .reveal ol ol, .reveal ol ul {
|
||||
display: block;
|
||||
margin-left: 40px; }
|
||||
|
||||
.reveal dt {
|
||||
margin-top: 20px;
|
||||
margin-bottom: 0px;
|
||||
font-weight: bold; }
|
||||
|
||||
.reveal dd {
|
||||
margin-top: 0px;
|
||||
margin-left: 40px; }
|
||||
|
||||
.reveal q, .reveal blockquote {
|
||||
quotes: none; }
|
||||
|
||||
.reveal blockquote {
|
||||
display: block;
|
||||
position: relative;
|
||||
width: 70%;
|
||||
margin: 20px auto;
|
||||
padding: 5px;
|
||||
font-style: italic;
|
||||
background: rgba(255, 255, 255, 0.05);
|
||||
box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); }
|
||||
|
||||
.reveal blockquote p:first-child, .reveal blockquote p:last-child {
|
||||
display: inline-block; }
|
||||
|
||||
.reveal q {
|
||||
font-style: italic; }
|
||||
|
||||
.reveal pre {
|
||||
display: block;
|
||||
position: relative;
|
||||
width: 90%;
|
||||
margin: 20px auto;
|
||||
text-align: left;
|
||||
font-size: 0.55em;
|
||||
font-family: monospace;
|
||||
line-height: 1.2em;
|
||||
word-wrap: break-word;
|
||||
box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); }
|
||||
|
||||
.reveal code {
|
||||
font-family: monospace;
|
||||
}
|
||||
|
||||
.reveal pre code {
|
||||
display: block;
|
||||
padding: 5px;
|
||||
overflow: auto;
|
||||
max-height: 400px;
|
||||
word-wrap: normal;
|
||||
background: #3F3F3F;
|
||||
color: #DCDCDC; }
|
||||
|
||||
.reveal table {
|
||||
margin: auto;
|
||||
border-collapse: collapse;
|
||||
border-spacing: 0; }
|
||||
|
||||
.reveal table th {
|
||||
font-weight: bold;
|
||||
border-bottom: 1px solid; }
|
||||
|
||||
.reveal table th, .reveal table td {
|
||||
text-align: center;
|
||||
padding: 0.2em 0.5em 0.2em 0.5em;}
|
||||
|
||||
.reveal table th[align="left"], .reveal table td[align="left"] {
|
||||
text-align: left; }
|
||||
|
||||
.reveal table th[align="right"], .reveal table td[align="right"] {
|
||||
text-align: right; }
|
||||
|
||||
.reveal table tr:last-child td {
|
||||
border-bottom: none; }
|
||||
|
||||
.reveal sup {
|
||||
vertical-align: super; }
|
||||
|
||||
.reveal sub {
|
||||
vertical-align: sub; }
|
||||
|
||||
.reveal small {
|
||||
display: inline-block;
|
||||
font-size: 0.6em;
|
||||
line-height: 1.2em;
|
||||
vertical-align: top; }
|
||||
|
||||
.reveal small * {
|
||||
vertical-align: top; }
|
||||
|
||||
/*********************************************
|
||||
* LINKS
|
||||
*********************************************/
|
||||
.reveal a {
|
||||
color: #00008B;
|
||||
text-decoration: none;
|
||||
-webkit-transition: color 0.15s ease;
|
||||
-moz-transition: color 0.15s ease;
|
||||
transition: color 0.15s ease; }
|
||||
|
||||
.reveal a:hover {
|
||||
color: #0000f1;
|
||||
text-shadow: none;
|
||||
border: none; }
|
||||
|
||||
.reveal .roll span:after {
|
||||
color: #fff;
|
||||
background: #00003f; }
|
||||
|
||||
/*********************************************
|
||||
* IMAGES
|
||||
*********************************************/
|
||||
.reveal section img {
|
||||
margin: 15px 0px;
|
||||
background: rgba(255, 255, 255, 0.12);
|
||||
}
|
||||
|
||||
.reveal section img.bordered
|
||||
{
|
||||
border: 4px solid #000;
|
||||
box-shadow: 0 0 10px rgba(0, 0, 0, 0.15);
|
||||
}
|
||||
|
||||
.reveal a img {
|
||||
-webkit-transition: all 0.15s linear;
|
||||
-moz-transition: all 0.15s linear;
|
||||
transition: all 0.15s linear; }
|
||||
|
||||
.reveal a:hover img {
|
||||
background: rgba(255, 255, 255, 0.2);
|
||||
border-color: #00008B;
|
||||
box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); }
|
||||
|
||||
/*********************************************
|
||||
* NAVIGATION CONTROLS
|
||||
*********************************************/
|
||||
.reveal .controls div.navigate-left, .reveal .controls div.navigate-left.enabled {
|
||||
border-right-color: #00008B; }
|
||||
|
||||
.reveal .controls div.navigate-right, .reveal .controls div.navigate-right.enabled {
|
||||
border-left-color: #00008B; }
|
||||
|
||||
.reveal .controls div.navigate-up, .reveal .controls div.navigate-up.enabled {
|
||||
border-bottom-color: #00008B; }
|
||||
|
||||
.reveal .controls div.navigate-down, .reveal .controls div.navigate-down.enabled {
|
||||
border-top-color: #00008B; }
|
||||
|
||||
.reveal .controls div.navigate-left.enabled:hover {
|
||||
border-right-color: #0000f1; }
|
||||
|
||||
.reveal .controls div.navigate-right.enabled:hover {
|
||||
border-left-color: #0000f1; }
|
||||
|
||||
.reveal .controls div.navigate-up.enabled:hover {
|
||||
border-bottom-color: #0000f1; }
|
||||
|
||||
.reveal .controls div.navigate-down.enabled:hover {
|
||||
border-top-color: #0000f1; }
|
||||
|
||||
/*********************************************
|
||||
* PROGRESS BAR
|
||||
*********************************************/
|
||||
.reveal .progress {
|
||||
background: rgba(0, 0, 0, 0.2); }
|
||||
|
||||
.reveal .progress span {
|
||||
background: #00008B;
|
||||
-webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
|
||||
-moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
|
||||
transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }
|
||||
|
||||
/*********************************************
|
||||
* SLIDE NUMBER
|
||||
*********************************************/
|
||||
.reveal .slide-number {
|
||||
color: #00008B; }
|
||||
|
||||
/*********************************************
|
||||
* CUSTOM HIGHLIGHTS
|
||||
*********************************************/
|
||||
.reveal .slides section .fragment.highlight-grey,
|
||||
.reveal .slides section .fragment.highlight-current-grey {
|
||||
opacity: 1;
|
||||
visibility: inherit; }
|
||||
.reveal .slides section .fragment.highlight-grey.visible {
|
||||
color: lightgrey; }
|
||||
.reveal .slides section .fragment.highlight-current-grey.current-fragment {
|
||||
color: lightgrey; }
|
||||
|
||||
/*********************************************
|
||||
* CUSTOM TAGS
|
||||
*********************************************/
|
||||
attribution {
|
||||
width: 100%;
|
||||
text-align: right;
|
||||
font-size: 40%;
|
||||
display: block;
|
||||
}
|
||||
|
|
@ -0,0 +1,132 @@
|
|||
<!doctype html>
|
||||
<html lang="en">
|
||||
|
||||
<% slides_dir="../slides" %>
|
||||
<% reveal_js_dir=slides_dir+"/reveal.js-3.7.0" %>
|
||||
|
||||
<head>
|
||||
<meta charset="utf-8">
|
||||
|
||||
<title><%= title %></title>
|
||||
|
||||
<meta name="description" content="<%= title %>">
|
||||
<meta name="author" content="Oliver Kennedy">
|
||||
|
||||
<meta name="apple-mobile-web-app-capable" content="yes" />
|
||||
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent" />
|
||||
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no, minimal-ui">
|
||||
|
||||
<link rel="stylesheet" href="<%=reveal_js_dir%>/css/reveal.css">
|
||||
<link rel="stylesheet" href="ubodin_v1.css" id="theme">
|
||||
|
||||
<!-- Code syntax highlighting -->
|
||||
<link rel="stylesheet" href="<%=reveal_js_dir%>/lib/css/zenburn.css">
|
||||
|
||||
<!-- Printing and PDF exports -->
|
||||
<script>
|
||||
var link = document.createElement( 'link' );
|
||||
link.rel = 'stylesheet';
|
||||
link.type = 'text/css';
|
||||
link.href = window.location.search.match( /print-pdf/gi ) ? '<%=reveal_js_dir%>/css/print/pdf.css' : '<%=reveal_js_dir%>/css/print/paper.css';
|
||||
document.getElementsByTagName( 'head' )[0].appendChild( link );
|
||||
</script>
|
||||
|
||||
<!--[if lt IE 9]>
|
||||
<script src="<%=reveal_js_dir%>/lib/js/html5shiv.js"></script>
|
||||
<![endif]-->
|
||||
</head>
|
||||
|
||||
<body>
|
||||
|
||||
<div class="reveal">
|
||||
<!-- Any section element inside of this container is displayed as a slide -->
|
||||
|
||||
<div class="header">
|
||||
<!-- Any Talk-Specific Header Content Goes Here -->
|
||||
<%= title %>
|
||||
</div>
|
||||
<div class="footer">
|
||||
<!-- Any Talk-Specific Footer Content Goes Here -->
|
||||
<div style="float: left; margin-top: 15px; ">
|
||||
Exploring <u><b>O</b></u>nline <u><b>D</b></u>ata <u><b>In</b></u>teractions
|
||||
</div>
|
||||
<a href="https://odin.cse.buffalo.edu" target="_blank">
|
||||
<img src="graphics/logos/odin-1line-white.png" height="40" style="float: right;"/>
|
||||
</a>
|
||||
</div>
|
||||
|
||||
<div class="slides">
|
||||
|
||||
<%= body %>
|
||||
|
||||
</div></div>
|
||||
|
||||
<script src="<%=reveal_js_dir%>/lib/js/head.min.js"></script>
|
||||
<script src="<%=reveal_js_dir%>/js/reveal.js"></script>
|
||||
|
||||
<script>
|
||||
|
||||
// Full list of configuration options available at:
|
||||
// https://github.com/hakimel/reveal.js#configuration
|
||||
Reveal.initialize({
|
||||
controls: false,
|
||||
progress: false,
|
||||
history: true,
|
||||
center: true,
|
||||
slideNumber: true,
|
||||
|
||||
transition: 'fade', // none/fade/slide/convex/concave/zoom
|
||||
|
||||
chart: {
|
||||
defaults: {
|
||||
global: {
|
||||
title: { fontColor: "#333", fontSize: 24 },
|
||||
legend: {
|
||||
labels: { fontColor: "#333", fontSize: 20 },
|
||||
},
|
||||
responsiveness: true
|
||||
},
|
||||
scale: {
|
||||
scaleLabel: { fontColor: "#333", fontSize: 20 },
|
||||
gridLines: { color: "#333", zeroLineColor: "#333" },
|
||||
ticks: { fontColor: "#333", fontSize: 16 },
|
||||
}
|
||||
},
|
||||
line: { borderColor: [ "rgba(20,220,220,.8)" , "rgba(220,120,120,.8)", "rgba(20,120,220,.8)" ], "borderDash": [ [5,10], [0,0] ]},
|
||||
bar: { backgroundColor: [
|
||||
"rgba(220,220,220,0.8)",
|
||||
"rgba(151,187,205,0.8)",
|
||||
"rgba(205,151,187,0.8)",
|
||||
"rgba(187,205,151,0.8)"
|
||||
]
|
||||
},
|
||||
pie: { backgroundColor: [ ["rgba(0,0,0,.8)" , "rgba(220,20,20,.8)", "rgba(20,220,20,.8)", "rgba(220,220,20,.8)", "rgba(20,20,220,.8)"] ]},
|
||||
radar: { borderColor: [ "rgba(20,220,220,.8)" , "rgba(220,120,120,.8)", "rgba(20,120,220,.8)" ]},
|
||||
},
|
||||
|
||||
// Optional reveal.js plugins
|
||||
dependencies: [
|
||||
{ src: '<%=reveal_js_dir%>/lib/js/classList.js', condition: function() { return !document.body.classList; } },
|
||||
{ src: '<%=reveal_js_dir%>/plugin/math/math.js',
|
||||
condition: function() { return true; },
|
||||
mathjax: '<%=reveal_js_dir%>/js/MathJax.js'
|
||||
},
|
||||
{ src: '<%=reveal_js_dir%>/plugin/markdown/marked.js', condition: function() { return !!document.querySelector( '[data-markdown]' ); } },
|
||||
{ src: '<%=reveal_js_dir%>/plugin/markdown/markdown.js', condition: function() { return !!document.querySelector( '[data-markdown]' ); } },
|
||||
{ src: '<%=reveal_js_dir%>/plugin/highlight/highlight.js', async: true, condition: function() { return !!document.querySelector( 'pre code' ); }, callback: function() { hljs.initHighlightingOnLoad(); } },
|
||||
{ src: '<%=reveal_js_dir%>/plugin/zoom-js/zoom.js', async: true },
|
||||
{ src: '<%=reveal_js_dir%>/plugin/notes/notes.js', async: true },
|
||||
// Chart.min.js
|
||||
{ src: '<%=reveal_js_dir%>/plugin/chart/Chart.min.js'},
|
||||
// the plugin
|
||||
{ src: '<%=reveal_js_dir%>/plugin/chart/csv2chart.js'},
|
||||
{ src: '<%=reveal_js_dir%>/plugin/svginline/es6-promise.auto.js', async: false },
|
||||
{ src: '<%=reveal_js_dir%>/plugin/svginline/data-src-svg.js', async: false }
|
||||
]
|
||||
});
|
||||
|
||||
</script>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
Loading…
Reference in New Issue