From 64a4947ef3c6a98f65e694ad605df9adcd4ad984 Mon Sep 17 00:00:00 2001
From: Oliver <okennedy@buffalo.edu>
Date: Sat, 2 Apr 2022 12:11:36 -0400
Subject: [PATCH] Updating slides

---
 src/talks/2022-04-02-UBH-Vizier.erb           |   81 +-
 src/talks/graphics/2022-04-02/DBToQ.svg       | 1202 ++++-------------
 .../graphics/2022-04-02/data-flow-simple.svg  |   61 +-
 .../graphics/2022-04-02/microkernel-3.svg     | 1120 +--------------
 src/talks/graphics/2022-04-02/microkernel.svg | 1083 +--------------
 5 files changed, 500 insertions(+), 3047 deletions(-)

diff --git a/src/talks/2022-04-02-UBH-Vizier.erb b/src/talks/2022-04-02-UBH-Vizier.erb
index 50e67d1f..20ff7486 100644
--- a/src/talks/2022-04-02-UBH-Vizier.erb
+++ b/src/talks/2022-04-02-UBH-Vizier.erb
@@ -77,7 +77,6 @@ title: "UB Hacking: Microkernel Notebooks"
         WHERE l.orderkey = o.orderkey
         AND o.orderdate > DATE(NOW() - '1 Month')
     </code></pre>
-    <div class="fragment" style="font-size: 70%;">
     <pre><code class="sql">
       SELECT partkey FROM salesSinceLastMonth
       ORDER BY shipdate DESC LIMIT 10;
@@ -88,17 +87,61 @@ title: "UB Hacking: Microkernel Notebooks"
       GROUP BY suppkey;
     </code></pre>
     <pre><code class="sql">
-      SELECT partkey, COUNT(*)
+      SELECT DISTINCT partkey
       FROM salesSinceLastMonth
-      GROUP BY partkey;
     </code></pre>
-    </div>
+  </section>
+  
+  <section>
+    <pre><code class="python">
+      def really_expensive_computation():
+        return [
+          expensive_computation(i)
+          for i in range(1, 1000000):
+          if expensive_test(i)
+        ]
+    </code></pre>
+    <pre><code class="python">
+      print(sorted(really_expensive_computation())[:10])
+    </code></pre>
+    <pre><code class="python">
+      print(len(really_expensive_computation()))
+    </code></pre>
+    <pre><code class="python">
+      print(set(really_expensive_computation()))
+    </code></pre>
   </section>
 
   <section>
-    <p><b>Opportunity:</b> Views exist to be queried frequently</p>
+    <p><b>Opportunity:</b> Views are queried frequently</p>
     <p class="fragment"><b>Idea: </b> Pre-compute and save the view’s contents!</p>
   </section>
+  
+  <section>
+    <pre><code class="python">
+      def really_expensive_computation():
+        return [
+          expensive_computation(i)
+          for i in range(1, 1000000):
+          if expensive_test(i)
+        ]
+
+      view = really_expensive_computation()
+    </code></pre>
+    <pre><code class="python">
+      print(sorted(view)[:10])
+    </code></pre>
+    <pre><code class="python">
+      print(len(view))
+    </code></pre>
+    <pre><code class="python">
+      print(set(view))
+    </code></pre>
+  </section>
+
+  <section>
+    <p>Btw... the last slide was the essence of CSE 250.</p>
+  </section>
 
   <section>
     <svg data-src="graphics/2022-04-02/DBToQ.svg" />
@@ -196,11 +239,7 @@ title: "UB Hacking: Microkernel Notebooks"
     <img src="graphics/logos/jupyter.svg" height="500px">
     <img src="graphics/2022-04-02/jupyter.png" height="500px">
   </section>
-
-  <section>
-    <img src="graphics/2022-04-02/jupyter.png" height="500px">
-  </section>
-
+ 
   <section>
     <pre><code class="python">
   import pandas as pd
@@ -307,20 +346,22 @@ title: "UB Hacking: Microkernel Notebooks"
     <pre><code class="python">
   df = pd.read_csv("really_big_dataset.csv")
     </code></pre>
-    <pre><code class="python">
+    <pre style="box-shadow: 0px 0px 12px red; "><code class="python">
   test = df.iloc[:500]
   train = df.iloc[500:]
     </code></pre>
-    <pre class="fragment red-shadow-current"><code class="python">
+    <pre class="fragment red-shadow-current" data-fragment-index="1"><code class="python">
   model = train_linear_regression(train, "target")
     </code></pre>
-    <pre class="fragment red-shadow-current"><code class="python">
+    <pre class="fragment red-shadow-current" data-fragment-index="1"><code class="python">
   evaluate_linear_regresion(model, test, "target")
     </code></pre>
   </section>
 
   <section>
-    <h3>In a script...</h3>
+    <h3>Q1: Which cells need to be re-evaluated?</h3>
+
+    <p style="margin-top: 100px; font-weight: bold;" class="fragment">Idea 1: All of them!</p>
   </section>
 
   <section>
@@ -343,21 +384,29 @@ title: "UB Hacking: Microkernel Notebooks"
   </section>
 
   <section>
-    <p><tt>df</tt> is still around, and you can "re-use" it.</p>
+    <p>... but <tt>df</tt> is still around, and you can "re-use" it.</p>
 
-    <p style="margin-top: 100px; font-weight: bold;" class="fragment">... but <u>you</u> need to know that.</p>
+    <p style="margin-top: 100px; font-weight: bold;" class="fragment">... but <u class="fragment highlight-red">you</u> need to know that.</p>
   </section>
 
 </section>
 
 <section>
 
+  <section>
+    <p>Idea 2: Pull out your CSE 443 Textbooks</p>
+  </section>
+
   <section>
     <svg data-src="graphics/2022-04-02/data-flow-simple.svg" height="500px" />
   </section>
 
   <section>
     <h2>Data Flow Graph</h2>
+
+    <p>Cell 3 changed, so re-evaluate only cells 4 and 5</p>
+    
+    <p style="margin-top: 100px; font-weight: bold;" class="fragment">... but</p>
   </section>
 
   <section>
diff --git a/src/talks/graphics/2022-04-02/DBToQ.svg b/src/talks/graphics/2022-04-02/DBToQ.svg
index c61902ec..54431013 100644
--- a/src/talks/graphics/2022-04-02/DBToQ.svg
+++ b/src/talks/graphics/2022-04-02/DBToQ.svg
@@ -2,21 +2,21 @@
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-   sodipodi:docname="2019-03-25-DBToQ.svg">
+   inkscape:version="1.1.2 (0a00cf5339, 2022-02-04)"
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+    <g
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