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    <title>pqbui.com</title>
    <link>https://pqbui.com/</link>
    <description>Recent content on pqbui.com</description>
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    <copyright>2023-2026 Peter Bui All rights reserved</copyright>
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    <item>
      <title>A New Garage Door</title>
      <link>https://pqbui.com/writings/garage-door/</link>
      <pubDate>Sat, 18 Feb 2023 22:00:24 -0800</pubDate>
      <guid>https://pqbui.com/writings/garage-door/</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;Oh cool, I own a home, I can be a DIY-er (do-it-yourself-er)!&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;&amp;ndash; me in ~2019&lt;/p&gt;
&lt;p&gt;My &lt;a href=&#34;https://pqbui.com/writings/home-gym/&#34;&gt;garage gym&lt;/a&gt; took two years to build because I made poor
choices.&lt;/p&gt;
&lt;p&gt;My garage gym took two years to build because I made poor choices.&lt;/p&gt;
&lt;p&gt;One of those poor choices was to insulate the walls of the garage. In the
process, I took down the 50-year-old garage door opener and railing. But, when I
finished the insulation project, I decided not to replace the opener and
resorted to manual operation of the garage door.&lt;/p&gt;
&lt;p&gt;Okay, I lied. I didn’t decide to have a manual garage door.&lt;/p&gt;
&lt;p&gt;I &lt;em&gt;attempted&lt;/em&gt; to mount the railing and the garage door opener. But, I stripped
one of the railing’s lag bolts during the process. Only one lag bolt held the
railing to the wall rather than two. When I opened the garage door after my DIY
re-installation, the opener pulled the railing right off the garage wall, and
both the railing and opener came crashing down.&lt;/p&gt;
&lt;p&gt;Oops!&lt;/p&gt;
&lt;p&gt;I ordered the garage door through Costco, which earned me a nice Costco gift
certificate worth 15% of the cost of the new garage door. Sadly, I can burn
through this gift certificate in two trips.&lt;/p&gt;
&lt;p&gt;The new garage door took three months from order to installation. The salesman
said the delay was due to freight delays from the pandemic and China’s COVID
Zero policy, where large portions of citizens were quarantined for weeks.&lt;/p&gt;
&lt;p&gt;That was three months ago. The new garage door was installed a few weeks ago,
and I love it. I never thought a garage door could change how much I liked being
in the garage.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://pqbui.com/writings/garage-door/images/garage-door-outside.jpg&#34; target=_blank&gt;&lt;img src=&#34;https://pqbui.com/writings/garage-door/images/garage-door-outside-post.jpg&#34; alt=&#34;Front view&#34;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;The configuration I purchased included side-mounted garage door opener, which
made the garage feel spacious.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://pqbui.com/writings/garage-door/images/garage-door-inside.jpg&#34; target=_blank&gt;&lt;img src=&#34;https://pqbui.com/writings/garage-door/images/garage-door-inside-post.jpg&#34; alt=&#34;Front view&#34;&gt;&lt;/a&gt;&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>I Poo You</title>
      <link>https://pqbui.com/writings/i-poo-you/</link>
      <pubDate>Thu, 16 Feb 2023 06:42:54 -0800</pubDate>
      <guid>https://pqbui.com/writings/i-poo-you/</guid>
      <description>&lt;p&gt;My wife said, &amp;ldquo;Pax said he pooped a baba poop, a ti ti poop, and a paxie poop.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;Pax calls me baba, Sky ti ti, and himself Paxie. I don&amp;rsquo;t know why he gives
himself a longer nickname than his name, but I digress.&lt;/p&gt;
&lt;p&gt;I was in the middle of putting the leftovers from lunch into the fridge, so I
didn&amp;rsquo;t quite comprehend the statement.&lt;/p&gt;
&lt;p&gt;I said, &amp;ldquo;Huh?&amp;rdquo;&lt;/p&gt;
&lt;p&gt;My wife said, &amp;ldquo;That&amp;rsquo;s what he pooped.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;Looking towards Pax, I said, &amp;ldquo;What did you poop, Pax?&amp;rdquo;&lt;/p&gt;
&lt;p&gt;He screamed, &amp;ldquo;I POO YOU BABA!!!!&amp;rdquo;&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Yup. Okay. Thanks, my dude.&lt;/em&gt;&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Cycle Review: I&#39;m Back</title>
      <link>https://pqbui.com/writings/cycle-jan-02-2023/</link>
      <pubDate>Sun, 12 Feb 2023 14:50:50 -0800</pubDate>
      <guid>https://pqbui.com/writings/cycle-jan-02-2023/</guid>
      <description>&lt;p&gt;The &lt;strong&gt;Jan 2 to Feb 12&lt;/strong&gt; cycle is now complete!  This is the first lifting cycle
in my new &lt;a href=&#34;https://pqbui.com/writings/home-gym/&#34;&gt;home gym&lt;/a&gt;. And it is also the first cycle in
nearly three years since the pandemic shut down everything.&lt;/p&gt;
&lt;p&gt;Three years!&lt;/p&gt;
&lt;p&gt;I programmed six days a week and allowed one rest day:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Mondays: back squat&lt;/li&gt;
&lt;li&gt;Tuesday: press and pull up negatives&lt;/li&gt;
&lt;li&gt;Wednesday: kettlebell conditioning&lt;/li&gt;
&lt;li&gt;Thursday: power cleans and single-leg squats&lt;/li&gt;
&lt;li&gt;Friday: ring rows and push-ups.&lt;/li&gt;
&lt;li&gt;Saturday: Accessories like handstand holds, tibialis raises, dip negatives, and hip flexors.&lt;/li&gt;
&lt;li&gt;Sunday: Rest Day.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The rest day was actually flexible because life is like a bee: busy.&lt;/p&gt;
&lt;p&gt;Overall, I didn’t feel the workout was too much or too little. Most sessions I could finish in forty minutes or less – including warm-ups. But, I felt the pump and it never felt easy.&lt;/p&gt;
&lt;p&gt;This past week, I performed a lot of heavy singles to gauge how strong I became. The results are in: I’m weak.&lt;/p&gt;
&lt;p&gt;I need to work on trunk stability. In both the back squat and power-clean heavy singles, my legs felt fine strong. But, my upper body was weak. I had to stop my heavy single attempts because my upper body could not brace heavier weight.&lt;/p&gt;
&lt;p&gt;The last thing I’ll say about the cycle was how surprised I was at falling back into the habit of lifting. The first day was a back squat, and the feeling of the empty bar made me feel like I was in my old gym again. It’s like when you hear a song from your past, and you remember what you were doing or watching when you listened to the song.&lt;/p&gt;
&lt;p&gt;But it wasn’t only the feeling of stepping into the gym/garage. The nights before the next workout, I checked my program and mentally prepared myself by walking through the lifts. For the days with heavy lifts scheduled, I turned down earlier, ensuring at least eight hours of rest. When I worked out early in the mornings on days I had to commute to the office, I ate extra carbs the night before. For workouts at the end of the day, I made sure to raise my desk so I would stand at work to help loosen up my body.&lt;/p&gt;
&lt;p&gt;Even though I hadn&amp;rsquo;t been to the gym in three years, I felt like I hadn&amp;rsquo;t left.&lt;/p&gt;
&lt;p&gt;On to the next cycle!&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Add One Kilo</title>
      <link>https://pqbui.com/writings/add-one-kilo/</link>
      <pubDate>Fri, 10 Feb 2023 21:10:00 -0800</pubDate>
      <guid>https://pqbui.com/writings/add-one-kilo/</guid>
      <description>&lt;p&gt;It was a hot summer day in Oakland. I stood on the lifting platform, readying my
mind for the next clean.&lt;/p&gt;
&lt;p&gt;I had been working my way through a six-week cycle that required attempting 15
cleans every 60 seconds. We called them OTMs or &amp;ldquo;on the minutes.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;At the start of the cycle, I started at 65% of my personal record. If I
attempted all 15 cleans successfully during the OTMs, then I was allowed to
attempt a heavy single for the day.&lt;/p&gt;
&lt;p&gt;And today was the last week of the cycle. I had completed my 15 cleans and
worked my way up to a 104kg clean for my heavy single. 104 didn&amp;rsquo;t feel heavy,
and I was feeling strong, which doesn&amp;rsquo;t happen often.&lt;/p&gt;
&lt;p&gt;I was also two kilograms away from my personal record &amp;ndash; 106kg.&lt;/p&gt;
&lt;p&gt;I started loading weights for the next clean to match 106kg.&lt;/p&gt;
&lt;p&gt;My coach saw what I was doing and said, &amp;ldquo;Add one kilo! There&amp;rsquo;s no point with 106
because you already did it.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;Up to this point, I had never thought about strategizing to beat my PRs.  I did
most of my lifting previously in a CrossFit gym where I had, at best, 15-20
minutes to perform cleans before the coach moved us onto the met-con workout. I
would warm up, complete three to five sets of the lift, unload the bar, and move
on quickly.&lt;/p&gt;
&lt;p&gt;This compared to the OTM workout, where 15 minutes was only the beginning of the
training, it was no wonder I never thought about beating PRs during CrossFit
classes.&lt;/p&gt;
&lt;p&gt;Either case, my coach knew I previously cleaned 106kg  &amp;ndash; it was on the
whiteboard where my teammate&amp;rsquo;s PRs were displayed. He saw no reason to attempt
the same weight since I had proven it before.&lt;/p&gt;
&lt;p&gt;He explained that in the best case, I would successfully lift 106. But that&amp;rsquo;s
nothing special since I&amp;rsquo;ve done it before. Additionally, 106 would leave me
without enough energy for another attempt &amp;ndash; remember, it&amp;rsquo;s a maximum-effort
attempt.&lt;/p&gt;
&lt;p&gt;In the worst case, I fail at 106, and I&amp;rsquo;m demoralized knowing I couldn&amp;rsquo;t lift a
weight I had previously lifted.&lt;/p&gt;
&lt;p&gt;With 107, the best case is I have a new PR &amp;ndash; the best feeling.  The worst case
is I leave knowing I tried my best to beat my previous PR &amp;ndash; I could hold my
head up high.&lt;/p&gt;
&lt;p&gt;So, I added one more kilo to the bar.&lt;/p&gt;
&lt;p&gt;I sucked in a belly full of air, pulled the bar off the ground, and exploded
upwards; at the top of my extension, I immediately pulled myself under the bar.
As it came down, the bar crashed slightly on my shoulders, but I caught it in
the squat. Instantly, I bounced up from the bottom, grinding my way to stand. At
the top, I dropped the bar and exhaled loudly.&lt;/p&gt;
&lt;p&gt;I walked to the whiteboard, crossed the six from &amp;ldquo;106kg&amp;rdquo; and replaced it with a
seven.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Python Debugger</title>
      <link>https://pqbui.com/writings/python-debugger/</link>
      <pubDate>Wed, 08 Feb 2023 21:08:00 -0800</pubDate>
      <guid>https://pqbui.com/writings/python-debugger/</guid>
      <description>&lt;p&gt;I came across an &lt;a href=&#34;https://youtu.be/I845O57ZSy4?t=3420&#34;&gt;interview with John
Carmack&lt;/a&gt; where he talked about debuggers, a
tool near and dear to my heart. Here are a choice few quotes from Carmack:&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;It still boggles my mind how hostile to debuggers and IDEs that so much of the
big money-get-billions-of-dollars venture backed companies are.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;blockquote&gt;
&lt;p&gt;A debugger is how you get a view into a system that it so complicated to
understand. Anybody that thinks &amp;ldquo;just read the code and think about&amp;rdquo; &amp;ndash; that&amp;rsquo;s
an insane statement. You can&amp;rsquo;t even read all the code on a big system.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;While I agree with his statements, I found them strange.&lt;/p&gt;
&lt;p&gt;I used debuggers since my early days programming in ruby. One of the first
things I did when I joined my current company was figure out how to get the
python debugger to run in the development environment. The debugger was a natural extension to the REPL that it made so much sense.
Everyone I worked with used the debugger, so I didn&amp;rsquo;t quite understand why the
big companies weren&amp;rsquo;t using it as much.&lt;/p&gt;
&lt;p&gt;Maybe it&amp;rsquo;s the fact that they don&amp;rsquo;t use IDE-based debuggers, for which I have no
experience with.&lt;/p&gt;
&lt;p&gt;Either case, I love debuggers. And since I&amp;rsquo;ve been learning python, let&amp;rsquo;s see how the python debugger works.&lt;/p&gt;
&lt;p&gt;Python&amp;rsquo;s debugger is apart of the standard library:
&lt;a href=&#34;https://docs.python.org/3/library/pdb.html&#34;&gt;pdb&lt;/a&gt;. It works well in a pinch, but
I find it primitive.&lt;/p&gt;
&lt;p&gt;Instead, I rely on &lt;a href=&#34;https://pypi.org/project/ipdb/&#34;&gt;ipdb&lt;/a&gt;. &lt;code&gt;ipdb&lt;/code&gt; has the same
interface, but enables tab completion and syntax highlighting; I&amp;rsquo;m all for
looking at pretty terminals.&lt;/p&gt;
&lt;p&gt;Let&amp;rsquo;s set it up.&lt;/p&gt;
&lt;h2 id=&#34;install-ipdb&#34;&gt;Install ipdb&lt;/h2&gt;
&lt;p&gt;To install &lt;code&gt;ipdb&lt;/code&gt;, we use &lt;code&gt;pip&lt;/code&gt;:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;pip install ipdb
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id=&#34;setting-breakpoints&#34;&gt;Setting Breakpoints&lt;/h2&gt;
&lt;p&gt;When you need to invoke the debugger, add the following line to where you want
to debug code.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#8f5902;font-style:italic&#34;&gt;# pdb&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;import&lt;/span&gt; &lt;span style=&#34;color:#000&#34;&gt;pdb&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;;&lt;/span&gt; &lt;span style=&#34;color:#000&#34;&gt;pdb&lt;/span&gt;&lt;span style=&#34;color:#ce5c00;font-weight:bold&#34;&gt;.&lt;/span&gt;&lt;span style=&#34;color:#000&#34;&gt;set_trace&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;()&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#8f5902;font-style:italic&#34;&gt;# ipdb&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;import&lt;/span&gt; &lt;span style=&#34;color:#000&#34;&gt;ipdb&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;;&lt;/span&gt; &lt;span style=&#34;color:#000&#34;&gt;ipdb&lt;/span&gt;&lt;span style=&#34;color:#ce5c00;font-weight:bold&#34;&gt;.&lt;/span&gt;&lt;span style=&#34;color:#000&#34;&gt;set_trace&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;()&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;If you find this verbose like I do, and you&amp;rsquo;re using python 3.7+, then &lt;a href=&#34;https://peps.python.org/pep-0553&#34;&gt;PEP
553&lt;/a&gt;
has a nice addition for you:
the &lt;a href=&#34;https://docs.python.org/3/library/functions.html?highlight=breakpoint#breakpoint&#34;&gt;&lt;code&gt;breakpoint()&lt;/code&gt;&lt;/a&gt; statement.&lt;/p&gt;
&lt;p&gt;&lt;code&gt;breakpoint&lt;/code&gt; removes the need to import the debugger package and call
&lt;code&gt;set_trace()&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;Additionally, &lt;code&gt;breakpoint&lt;/code&gt; is a single statement rather
than two separated by a semi-colon &amp;ndash; ensuring &lt;code&gt;black&lt;/code&gt; leaves my line alone when
I save the file.&lt;/p&gt;
&lt;p&gt;And finally, PEP 553 allows configuring which debugger to use with the built-in
&lt;code&gt;breakpoint&lt;/code&gt; statement. By default, it uses &lt;code&gt;pdb&lt;/code&gt; from the standard library.
But, you can use &lt;code&gt;ipdb&lt;/code&gt; by setting the &lt;code&gt;PYTHONBREAKPOINT&lt;/code&gt; environment
variable:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#000&#34;&gt;PYTHONBREAKPOINT&lt;/span&gt;&lt;span style=&#34;color:#ce5c00;font-weight:bold&#34;&gt;=&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;&amp;#34;ipdb.set_trace&amp;#34;&lt;/span&gt; python myscript.py
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;For the rest of this post, I use &lt;code&gt;breakpoint&lt;/code&gt;.&lt;/p&gt;
&lt;h2 id=&#34;line-by-line&#34;&gt;Line by Line&lt;/h2&gt;
&lt;p&gt;Let&amp;rsquo;s walk through the following python script.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;
&lt;table style=&#34;border-spacing:0;padding:0;margin:0;border:0;&#34;&gt;&lt;tr&gt;&lt;td style=&#34;vertical-align:top;padding:0;margin:0;border:0;&#34;&gt;
&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 1
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 2
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 3
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 4
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 5
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 6
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 7
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 8
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt; 9
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;10
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;11
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;12
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;13
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;14
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;15
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;16
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;17
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;18
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;19
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td style=&#34;vertical-align:top;padding:0;margin:0;border:0;;width:100%&#34;&gt;
&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#8f5902;font-style:italic&#34;&gt;# filename: debugger.py&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;def&lt;/span&gt; &lt;span style=&#34;color:#000&#34;&gt;say&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;(&lt;/span&gt;&lt;span style=&#34;color:#000&#34;&gt;msg&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;:&lt;/span&gt; &lt;span style=&#34;color:#204a87&#34;&gt;str&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;)&lt;/span&gt; &lt;span style=&#34;color:#ce5c00;font-weight:bold&#34;&gt;-&amp;gt;&lt;/span&gt; &lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;None&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;:&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;color:#204a87&#34;&gt;print&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;({&lt;/span&gt;&lt;span style=&#34;color:#000&#34;&gt;msg&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;})&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;def&lt;/span&gt; &lt;span style=&#34;color:#000&#34;&gt;main&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;()&lt;/span&gt; &lt;span style=&#34;color:#ce5c00;font-weight:bold&#34;&gt;-&amp;gt;&lt;/span&gt; &lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;None&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;:&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;color:#000&#34;&gt;breakpoint&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;()&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;color:#204a87&#34;&gt;print&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;(&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;&amp;#34;I&amp;#39;m inside main.&amp;#34;&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;color:#000&#34;&gt;prefix&lt;/span&gt; &lt;span style=&#34;color:#ce5c00;font-weight:bold&#34;&gt;=&lt;/span&gt; &lt;span style=&#34;color:#4e9a06&#34;&gt;&amp;#34;Loop:&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;for&lt;/span&gt; &lt;span style=&#34;color:#000&#34;&gt;i&lt;/span&gt; &lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;in&lt;/span&gt; &lt;span style=&#34;color:#204a87&#34;&gt;range&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;(&lt;/span&gt;&lt;span style=&#34;color:#0000cf;font-weight:bold&#34;&gt;5&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;):&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;        &lt;span style=&#34;color:#000&#34;&gt;say&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;(&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;f&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;&amp;#34;&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;{&lt;/span&gt;&lt;span style=&#34;color:#000&#34;&gt;prefix&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;}&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt; &lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;{&lt;/span&gt;&lt;span style=&#34;color:#000&#34;&gt;i&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;}&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;&amp;#34;&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;color:#204a87&#34;&gt;print&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;(&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;&amp;#34;I&amp;#39;m exiting&amp;#34;&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#204a87;font-weight:bold&#34;&gt;if&lt;/span&gt; &lt;span style=&#34;color:#000&#34;&gt;__name__&lt;/span&gt; &lt;span style=&#34;color:#ce5c00;font-weight:bold&#34;&gt;==&lt;/span&gt; &lt;span style=&#34;color:#4e9a06&#34;&gt;&amp;#34;__main__&amp;#34;&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;:&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;    &lt;span style=&#34;color:#000&#34;&gt;main&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;()&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;From the terminal, execute the script:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#000&#34;&gt;PYTHONBREAKPOINT&lt;/span&gt;&lt;span style=&#34;color:#ce5c00;font-weight:bold&#34;&gt;=&lt;/span&gt;&lt;span style=&#34;color:#4e9a06&#34;&gt;&amp;#34;ipdb.set_trace&amp;#34;&lt;/span&gt; python debugger.py
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The execution should output our source code with line numbers, an arrow, and a prompt.&lt;/p&gt;
&lt;p&gt;Welcome to the debugger!&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;
&lt;table style=&#34;border-spacing:0;padding:0;margin:0;border:0;&#34;&gt;&lt;tr&gt;&lt;td style=&#34;vertical-align:top;padding:0;margin:0;border:0;&#34;&gt;
&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;1
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;2
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;3
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;4
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;5
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;6
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td style=&#34;vertical-align:top;padding:0;margin:0;border:0;;width:100%&#34;&gt;
&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(10)main()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;      9     breakpoint()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;---&amp;gt; 10     print(&amp;#34;I&amp;#39;m inside main.&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;     11     prefix = &amp;#34;Loop:&amp;#34;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;ipdb&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;The execution stopped at line 10.&lt;/p&gt;
&lt;p&gt;Let&amp;rsquo;s break down the output.&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Line 1&lt;/strong&gt;: Shows the file the debugger is paused in, the line it stopped on
(10), and the function name it is paused in.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Line 2-4&lt;/strong&gt;: Shows the line number in the file (not the output) and the code
on that line. On &lt;strong&gt;Line 3&lt;/strong&gt;, the debugger placed an arrow (&lt;code&gt;---&amp;gt;&lt;/code&gt;)
indicating the next line to execute.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Line 6&lt;/strong&gt;: The debugger prompt. This is where you enter commands.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Now, type &amp;ldquo;next&amp;rdquo; and press Enter to submit the command.&lt;/p&gt;
&lt;p&gt;The terminal displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;
&lt;table style=&#34;border-spacing:0;padding:0;margin:0;border:0;&#34;&gt;&lt;tr&gt;&lt;td style=&#34;vertical-align:top;padding:0;margin:0;border:0;&#34;&gt;
&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;1
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;2
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;3
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;4
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;5
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;6
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;7
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;8
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td style=&#34;vertical-align:top;padding:0;margin:0;border:0;;width:100%&#34;&gt;
&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt;ipdb&amp;gt; next
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;I&amp;#39;m inside main.
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(11)main()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;     10     print(&amp;#34;I&amp;#39;m inside main.&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;---&amp;gt; 11     prefix = &amp;#34;Loop:&amp;#34;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;     12     for i in range(10):
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;ipdb&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;The debugger executed the code &lt;code&gt;print(&amp;quot;I&#39;m inside main.&amp;quot;)&lt;/code&gt; and printed &lt;code&gt;I&#39;m inside main.&lt;/code&gt; to the terminal. This is shown on line 1 of the output above. The
debugger now points to line 11, the next statement in the program. Finally, the
debugger is now waiting for you to submit the next command.&lt;/p&gt;
&lt;p&gt;So what happened?&lt;/p&gt;
&lt;p&gt;The &lt;code&gt;next&lt;/code&gt; command continues the program&amp;rsquo;s execution until it reaches the next
line. We&amp;rsquo;ll use this command often to move through the debugger. Luckily,
there&amp;rsquo;s also a shortcut for &lt;code&gt;next&lt;/code&gt;: the letter &lt;code&gt;n&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;Actually, many of the commands in this post have shorter forms. I&amp;rsquo;ll stick with
the long form, but you can find the short versions in &lt;a href=&#34;https://docs.python.org/3/library/pdb.html#debugger-commands&#34;&gt;pdb&amp;rsquo;s
documentation&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;Back to the execution.&lt;/p&gt;
&lt;p&gt;The program has executed line 10 and stopped. The next
line to execute is line 11 which creates a variable.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;next&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output now displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;ipdb&amp;gt; next
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(12)main()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;     11     prefix = &amp;#34;Loop:&amp;#34;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  -&amp;gt; 12     for i in range(5):
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;     13         say(f&amp;#34;{prefix} {i}&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;ipdb&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now we&amp;rsquo;re ready to look into inspection.&lt;/p&gt;
&lt;h2 id=&#34;whats-that-variable-set-to&#34;&gt;What&amp;rsquo;s that variable set to?&lt;/h2&gt;
&lt;p&gt;The program executed line 11 and now the variable &lt;code&gt;prefix&lt;/code&gt; exists. Let&amp;rsquo;s find
out what it is &amp;ndash; forget the fact that you know what the source code is for a
moment.&lt;/p&gt;
&lt;p&gt;We can inspect &lt;code&gt;prefix&lt;/code&gt; with several commands.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;p prefix&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output now displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;ipdb&amp;gt; p prefix
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;#39;Loop:&amp;#39;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;ipdb&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The &lt;code&gt;p&lt;/code&gt; command evaluates the expression provided and prints the result. In our
case, we evaluated the &lt;code&gt;prefix&lt;/code&gt; variable and printed the value: &lt;code&gt;&#39;Loop:&#39;&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;There is related command, &lt;code&gt;pp&lt;/code&gt; that does the same thing as &lt;code&gt;p&lt;/code&gt;, but uses
&lt;a href=&#34;https://docs.python.org/3/library/pprint.html#module-pprint&#34;&gt;pprint&lt;/a&gt;
to print the output. I like to use this when printing nested dicts or lists.&lt;/p&gt;
&lt;p&gt;Before we continue, let&amp;rsquo;s type in one more inspection command.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;whatis prefix&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output now displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) whatis prefix
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;lt;class &amp;#39;str&amp;#39;&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The command &lt;code&gt;whatis&lt;/code&gt; prints the type of the expression, in this case the type of
the variable &lt;code&gt;prefix&lt;/code&gt;. &lt;code&gt;whatis&lt;/code&gt; effectively executes the following:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&lt;span style=&#34;color:#204a87&#34;&gt;print&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;(&lt;/span&gt;&lt;span style=&#34;color:#204a87&#34;&gt;type&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;(&lt;/span&gt;&lt;span style=&#34;color:#000&#34;&gt;prefix&lt;/span&gt;&lt;span style=&#34;color:#000;font-weight:bold&#34;&gt;))&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id=&#34;hold-on-where-am-i&#34;&gt;Hold on, where am I?&lt;/h2&gt;
&lt;p&gt;Before we move on, let&amp;rsquo;s refresh ourselves with where the python executor is
paused.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;list&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;You the output now displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) list
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  7
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  8  	def main() -&amp;gt; None:
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  9  	    breakpoint()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 10  	    print(&amp;#34;I&amp;#39;m inside main.&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 11  	    prefix = &amp;#34;Loop:&amp;#34;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 12  -&amp;gt;	    for i in range(5):
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 13  	        say(f&amp;#34;{prefix} {i}&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 14
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 15  	    print(&amp;#34;I&amp;#39;m exiting&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 16
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 17
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The &lt;code&gt;list&lt;/code&gt; command shows the familar &lt;code&gt;-&amp;gt;&lt;/code&gt; arrow where the execution is paused.
In addition, &lt;code&gt;list&lt;/code&gt; shows the five lines above and five lines below the &lt;code&gt;-&amp;gt;&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;If you typed &lt;code&gt;list&lt;/code&gt; and pressed Enter again, list shows the next set of lines.
You can repeat the command until the end of the file.&lt;/p&gt;
&lt;p&gt;If you decided to &lt;code&gt;list&lt;/code&gt; the rest of the file, then to show the current line
again, you can type &amp;ldquo;list 11&amp;rdquo;.&lt;/p&gt;
&lt;p&gt;The related command &lt;code&gt;longlist&lt;/code&gt;, when submitted, shows the code for the
current function you&amp;rsquo;re paused in.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;longlist&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output now displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) longlist
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  8  	def main() -&amp;gt; None:
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  9  	    breakpoint()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 10  	    print(&amp;#34;I&amp;#39;m inside main.&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 11  	    prefix = &amp;#34;Loop:&amp;#34;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 12  	    for i in range(5):
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 13  -&amp;gt;	        say(f&amp;#34;{prefix} {i}&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 14
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 15  	    print(&amp;#34;I&amp;#39;m exiting&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Yup, that&amp;rsquo;s the full definition for our &lt;code&gt;main&lt;/code&gt; function.&lt;/p&gt;
&lt;h2 id=&#34;up-and-down-the-stack&#34;&gt;Up and Down the Stack&lt;/h2&gt;
&lt;p&gt;Let&amp;rsquo;s return to moving around. We are currently paused right before the &lt;code&gt;say()&lt;/code&gt;
function call inside our &lt;code&gt;for&lt;/code&gt; loop. Let&amp;rsquo;s learn how to step into functions.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;step&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output now displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) step
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;--Call--
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(4)say()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; def say(msg: str) -&amp;gt; None:
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Execution has now paused at the definition of &lt;code&gt;say()&lt;/code&gt;. And at this location, we
can print out the arguments by using our inspection commands. In otherwords, the
execution has moved into &lt;code&gt;say()&lt;/code&gt;, before executing the body of the function. At
this location, the arguments are available for inspection.&lt;/p&gt;
&lt;p&gt;Since we covered inspection, let&amp;rsquo;s move to the next line and list the source
code.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;next&amp;rdquo; and press Enter.
Type &amp;ldquo;list&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output now displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) next
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(5)say()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; print({msg})
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) list
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  1  	# filename: debugger.py
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  2
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  3
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  4  	def say(msg: str) -&amp;gt; None:
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  5  -&amp;gt;	    print({msg})
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  6
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  7
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  8  	def main() -&amp;gt; None:
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  9  	    breakpoint()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 10  	    print(&amp;#34;I&amp;#39;m inside main.&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt; 11  	    prefix = &amp;#34;Loop:&amp;#34;
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now let&amp;rsquo;s learn about moving around the call stack since the execution is paused in &lt;code&gt;say()&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;where&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output now displays:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) where
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  /Users/peter/code/python-debugger/debugger.py(19)&amp;lt;module&amp;gt;()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; main()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;  /Users/peter/code/python-debugger/debugger.py(13)main()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; say(f&amp;#34;{prefix} {i}&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(5)say()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; print({msg})
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The &lt;code&gt;where&lt;/code&gt; command prints the stacktrace where the execution is paused. The
stacktrace is printed sequentially with the entrypoint of the script at the top
and the location we&amp;rsquo;re paused at at the bottom. This output displays exactly
where we are in the stack trace and provides an anchor for the next two
commands: &lt;code&gt;up&lt;/code&gt; and &lt;code&gt;down&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;Let&amp;rsquo;s move up to &lt;code&gt;main()&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;up&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output is now:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) up
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(13)main()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; say(f&amp;#34;{prefix} {i}&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;We are now back at the callsite for &lt;code&gt;say()&lt;/code&gt; within our &lt;code&gt;main()&lt;/code&gt; function. To
move back down, well &amp;hellip;&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;down&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output is now:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) down
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(5)say()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; print({msg})
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now we&amp;rsquo;re back.&lt;/p&gt;
&lt;p&gt;I like to use &lt;code&gt;up&lt;/code&gt; and &lt;code&gt;down&lt;/code&gt; to peek into a function callstack as I debug code.
They also come in handy when looking into open source libraries!&lt;/p&gt;
&lt;p&gt;Let&amp;rsquo;s continue moving through the &lt;code&gt;say()&lt;/code&gt; function and see what happens when it
returns.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;next&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output is now:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;
&lt;table style=&#34;border-spacing:0;padding:0;margin:0;border:0;&#34;&gt;&lt;tr&gt;&lt;td style=&#34;vertical-align:top;padding:0;margin:0;border:0;&#34;&gt;
&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;1
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;2
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;3
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;4
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;5
&lt;/span&gt;&lt;span style=&#34;white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f&#34;&gt;6
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td style=&#34;vertical-align:top;padding:0;margin:0;border:0;;width:100%&#34;&gt;
&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) next
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;{&amp;#39;Loop: 0&amp;#39;}
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;--Return--
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(5)say()-&amp;gt;None
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; print({msg})
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;The output here looks intense. Let&amp;rsquo;s review line by line.&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Line 1&lt;/strong&gt;: The command we typed.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Line 2&lt;/strong&gt;: The output from executing the &lt;code&gt;print()&lt;/code&gt; function&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Line 3&lt;/strong&gt;: Indicates that the function has completed and is &lt;code&gt;return&lt;/code&gt;ing.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Line 4&lt;/strong&gt;: Shows the filepath, linenumber, function and the return value
(&lt;code&gt;None)&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Line 5&lt;/strong&gt;: The last line that was executed before the return. Since the
execution has actually moved back to the upper stack, the debugger repeats
the line to let you see the return value.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Now that execution has paused after returning, we can move forward to the next
line and expect to pause at the &lt;code&gt;for&lt;/code&gt; loop in &lt;code&gt;main()&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;next&amp;rdquo; and press Enter:&lt;/p&gt;
&lt;p&gt;The output is now:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) next
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;&amp;gt; /Users/peter/code/python-debugger/debugger.py(12)main()
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;-&amp;gt; for i in range(5):
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb)
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Indeed, we are back in &lt;code&gt;main()&lt;/code&gt;.&lt;/p&gt;
&lt;h2 id=&#34;finishing-up&#34;&gt;Finishing Up&lt;/h2&gt;
&lt;p&gt;Since the rest of the program is finishing up the loop and another &lt;code&gt;print&lt;/code&gt; statement, let&amp;rsquo;s finish up.&lt;/p&gt;
&lt;p&gt;Type &amp;ldquo;continue&amp;rdquo; and press Enter.&lt;/p&gt;
&lt;p&gt;The output is now:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; style=&#34;background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;&#34;&gt;&lt;code class=&#34;language-plaintext&#34; data-lang=&#34;plaintext&#34;&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(Pdb) continue
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;{&amp;#39;Loop: 1&amp;#39;}
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;{&amp;#39;Loop: 2&amp;#39;}
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;{&amp;#39;Loop: 3&amp;#39;}
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;{&amp;#39;Loop: 4&amp;#39;}
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;I&amp;#39;m exiting
&lt;/span&gt;&lt;/span&gt;&lt;span style=&#34;display:flex;&#34;&gt;&lt;span&gt;(venv) peter@doomslug ~/code/python-debugger %
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The &lt;code&gt;continue&lt;/code&gt; command resumes the execution. If there are no other
&lt;code&gt;breakpoint()&lt;/code&gt; function calls in the code path, the execution completes and
exits successfully like above.&lt;/p&gt;
&lt;p&gt;And we&amp;rsquo;re done!&lt;/p&gt;
&lt;p&gt;There are times when &lt;code&gt;continue&lt;/code&gt; isn&amp;rsquo;t exactly what you want to do. For instance,
maybe you found the bug you were looking for and you want to quit.&lt;/p&gt;
&lt;p&gt;Luckily, there&amp;rsquo;s the &lt;code&gt;quit&lt;/code&gt; command. It terminates the execution and returns you
to the shell.&lt;/p&gt;
&lt;h2 id=&#34;help&#34;&gt;Help!&lt;/h2&gt;
&lt;p&gt;One last tip. If you&amp;rsquo;re in the debugger and forget what the commands do, the
&lt;code&gt;help&lt;/code&gt; command is handy. Without any arguments, it lists all the available
commands. With a command name as the argument, &lt;code&gt;help&lt;/code&gt; prints out the
documentation for the command.&lt;/p&gt;
&lt;h2 id=&#34;until-next-time&#34;&gt;Until Next Time&lt;/h2&gt;
&lt;p&gt;With &lt;code&gt;next&lt;/code&gt;, &lt;code&gt;step&lt;/code&gt;, &lt;code&gt;p&lt;/code&gt;, &lt;code&gt;pp&lt;/code&gt;, &lt;code&gt;list&lt;/code&gt;, &lt;code&gt;longlist&lt;/code&gt;, &lt;code&gt;where&lt;/code&gt;, &lt;code&gt;up&lt;/code&gt;, and &lt;code&gt;down&lt;/code&gt;
commands, you&amp;rsquo;ll have plenty to use in your next debugging session.&lt;/p&gt;
&lt;p&gt;Enjoy!&lt;/p&gt;
&lt;!-- Next time: --&gt;
&lt;!-- * change the value of a variable --&gt;
&lt;!-- * import another module --&gt;
&lt;!-- * enter the repl --&gt;
&lt;!-- * --&gt;
</description>
    </item>
    
    <item>
      <title>Seasonal Best</title>
      <link>https://pqbui.com/writings/seasonal-best/</link>
      <pubDate>Sun, 29 Jan 2023 17:52:00 -0800</pubDate>
      <guid>https://pqbui.com/writings/seasonal-best/</guid>
      <description>&lt;p&gt;I racked 145kg loaded barbell into the squat rack. I bent down slightly and
stepped away from the squat rack. Steve, my coach, yells his signature,
&amp;ldquo;WOOOOOO!&amp;rdquo;&lt;/p&gt;
&lt;p&gt;I was feeling a measured level of excitement. This is the heaviest back squat
I&amp;rsquo;ve done in a year. But this wasn&amp;rsquo;t the heaviest I&amp;rsquo;ve ever squatted. A year
ago, I squatted 148kg.&lt;/p&gt;
&lt;p&gt;My friend on the platform next to me congratulated me on the lift saying it was
my new seasonal best.&lt;/p&gt;
&lt;p&gt;I have never heard of that term before.&lt;/p&gt;
&lt;p&gt;A seasonal best (SB) is the best successful lift you&amp;rsquo;ve completed based on the
past few cycles.&lt;/p&gt;
&lt;p&gt;&amp;ldquo;It&amp;rsquo;s hard to keep increasing in PRs year after year, especially with setbacks like injuries. So, I use SBs to keep my goals smaller&amp;rdquo; he said.&lt;/p&gt;
&lt;p&gt;I liked this perspective.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Home Gym</title>
      <link>https://pqbui.com/writings/home-gym/</link>
      <pubDate>Sun, 22 Jan 2023 15:39:55 -0800</pubDate>
      <guid>https://pqbui.com/writings/home-gym/</guid>
      <description>&lt;p&gt;As I punctured the garage wall with my hammer, I realized how difficult it was to demolish drywall. I stuck my hand in the hole to grab hold of the drywall. I yanked on the drywall, losing my grip and nearly falling. Funny, demolishing a wall shouldn&amp;rsquo;t be this hard, should it? I imagined that there were machines to do this.&lt;/p&gt;
&lt;p&gt;At the same time, it dawned on me that the demolition goal was to insulate the garage walls so that I could drop loaded barbells without my neighbors calling the police.&lt;/p&gt;
&lt;p&gt;Hopefully, the neighbors weren&amp;rsquo;t reaching for their phones as I swung my hammer through another part of the wall.&lt;/p&gt;
&lt;p&gt;Anyways, I built a gym.&lt;/p&gt;
&lt;p&gt;I finished it last November over Thanksgiving break. It took nearly two years to build.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://pqbui.com/writings/home-gym/images/garage-gym-front.jpg&#34; target=_blank&gt;&lt;img src=&#34;https://pqbui.com/writings/home-gym/images/garage-gym-front-post.jpg&#34; alt=&#34;Front view&#34;&gt;&lt;/a&gt;
&lt;a href=&#34;writings/home-gym/images/garage-gym-side.jpg&#34; target=_blank&gt;&lt;img src=&#34;https://pqbui.com/writings/home-gym/images/garage-gym-side-post.jpg&#34; alt=&#34;Side view&#34;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;The platform is 7&#39;36&amp;quot; x 10&amp;rsquo;. I started with 8&amp;rsquo; x 10&amp;rsquo;. But, at 8 feet long, the platform ends about four inches into the space in front of the doorway to the house. The black underlayment in the picture above is where the platform finished initially. But, at eight feet, there&amp;rsquo;s enough of a step that a kiddo or wifey could easily roll their ankle when they stepped in the garage. So I cut it down.&lt;/p&gt;
&lt;p&gt;The platform is made of four layers. The bottom layer is black rubber underlayment about a quarter of an inch thick. Initially, I thought the underlayment would help with sound dampening. But actually, it provides a slightly more even surface to lay down the platform.&lt;/p&gt;
&lt;p&gt;On top of the underlayment is a wedge.&lt;/p&gt;
&lt;p&gt;The wedge is made of layered 2.7mm plywood. It&amp;rsquo;s designed to level the sloped
floor in my garage.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://pqbui.com/writings/home-gym/images/wedge-top.jpg&#34; target=_blank&gt;&lt;img src=&#34;https://pqbui.com/writings/home-gym/images/wedge-top-post.jpg&#34; alt=&#34;Wedge top view&#34;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://pqbui.com/writings/home-gym/images/wedge-side.jpg&#34; target=_blank&gt;&lt;img src=&#34;https://pqbui.com/writings/home-gym/images/wedge-side-post.jpg&#34; alt=&#34;Wedge side view&#34;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;The wedge idea was taken from this youtube video.&lt;/p&gt;
&lt;div style=&#34;position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden;&#34;&gt;
      &lt;iframe allow=&#34;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share; fullscreen&#34; loading=&#34;eager&#34; referrerpolicy=&#34;strict-origin-when-cross-origin&#34; src=&#34;https://www.youtube.com/embed/pUBWdibCsNE?autoplay=0&amp;amp;controls=1&amp;amp;end=0&amp;amp;loop=0&amp;amp;mute=0&amp;amp;start=0&#34; style=&#34;position: absolute; top: 0; left: 0; width: 100%; height: 100%; border:0;&#34; title=&#34;YouTube video&#34;&gt;&lt;/iframe&gt;
    &lt;/div&gt;

&lt;p&gt;On top of the wedge is a layer of 19/32 inch OSB board.&lt;/p&gt;
&lt;p&gt;Yes, 19/32 inches.&lt;/p&gt;
&lt;p&gt;Not 1/2 inch. Not 3/4 inch. But, 19/32 inch.&lt;/p&gt;
&lt;p&gt;Why is 19/32 a standard measurement for OSB board? I have no idea but it was
light enough to load by myself after being nearly pinned by a 3/4&amp;quot; maple
plywood.&lt;/p&gt;
&lt;p&gt;In either case, the OSB is what I screw the top layer onto. It also provides a
bit more stability when I&amp;rsquo;m dropping weights on the platform.&lt;/p&gt;
&lt;p&gt;As mentioned, on top of the OSB is a 3/4&amp;quot; maple plywood. On both sides of the
platform is 3/4&amp;quot; rubber flooring from
&lt;a href=&#34;https://rubberflooringinc.com&#34;&gt;rubberflooringinc.com&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;The rest of the equipment is as follows:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.roguefitness.com/rogue-rml-3w-fold-back-wall-mount-rack&#34;&gt;Rogue RML-3W Fold Back Wall Mount
Rack&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.roguefitness.com/rogue-29mm-burgener-rippetoe-bar-2-0&#34;&gt;Rogue Burgener &amp;amp; Rippetoe
Bar&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Rogue KG training plates v1.0 (check out the &lt;a href=&#34;https://www.roguefitness.com/rogue-kg-training-2-0-plates&#34;&gt;2.0
plates&lt;/a&gt;)&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.roguefitness.com/rogue-kg-change-plates&#34;&gt;Rogue KG change plates&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.roguefitness.com/rogue-fold-up-utility-benches&#34;&gt;Rogue Fold Up Utility
Bench&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.roguefitness.com/rogue-vertical-plate-tree-2-0&#34;&gt;Rogue Vertical Plate Tree
2.0&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;I&amp;rsquo;m a big &lt;a href=&#34;https://roguefitness.com&#34;&gt;Rogue&lt;/a&gt; fan. My old gym had a lot of rogue
gear that held up to any torture CrossFitters could throw. I also love that most
of their products are made in the USA.&lt;/p&gt;
&lt;p&gt;The wall-mounted rack enables using the full size of the platform for olympic weightliftng. Well, it &lt;em&gt;would&lt;/em&gt; if I had mounted the rack high enough.&lt;/p&gt;
&lt;p&gt;If you look at the bottom of the wall where the rack is mounted, there&amp;rsquo;s a
concrete ledge. The ledge comes off the wall about three inches.&lt;/p&gt;
&lt;p&gt;When I measured how high to mount the rack on the wall, I tried to add enough
height so that when I folded the rack back into the wall, the feet of the rack
would sit on top of the concrete wall.&lt;/p&gt;
&lt;p&gt;Unfortunately, I miscalculated.&lt;/p&gt;
&lt;p&gt;So now the rack sits slightly angled away from the wall when I fold it back.&lt;/p&gt;
&lt;p&gt;I bought concrete chisels to carve space for the racks, but I still need to get around to chipping away.&lt;/p&gt;
&lt;p&gt;One last thing I&amp;rsquo;ll mention about the rack is that it should be installed
with two people. Those black slingers are heavy.&lt;/p&gt;
&lt;p&gt;The Vertical Plate Tree was not in the original plan when I was building out the
gym. I originally wanted a wooden bench where I could store the weights
underneath like in the bottom right of this &lt;a href=&#34;https://youtu.be/dGRzSw40GMg?t=16&#34;&gt;Catalyst Athletics video&lt;/a&gt;. But the desire to finish and start working out was stronger than buying wood to build the platform.&lt;/p&gt;
&lt;p&gt;That said, I&amp;rsquo;ve been &lt;a href=&#34;https://pqbui.com/workouts&#34;&gt;working out&lt;/a&gt; for nearly three weeks and I love
it.&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;Oh, and the demolition of the garage walls? I hired a guy.&lt;/p&gt;
&lt;p&gt;So you know how pathetic it was for me, I spent an hour knocking out a 2&amp;rsquo;x4&amp;rsquo; hole in the wall.&lt;/p&gt;
&lt;p&gt;In the same time, the guy demo&amp;rsquo;d half the walls in my garage by himself. His
friend showed up shortly afterward, and finished the other half of the
garage. In total, they worked three hours.&lt;/p&gt;
&lt;p&gt;I paid the gentlemen and walked into the house slightly shorter than normal.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>A Broken Cookie</title>
      <link>https://pqbui.com/writings/broken-cookie/</link>
      <pubDate>Sun, 08 Jan 2023 09:41:43 -0800</pubDate>
      <guid>https://pqbui.com/writings/broken-cookie/</guid>
      <description>&lt;p&gt;I walked up to Pax sitting on his potty. He missed the order of operations of
again. His urine-soaked pants were at his ankles. The potty was dry.&lt;/p&gt;
&lt;p&gt;I asked him to stand up and I helped him take off his pants.&lt;/p&gt;
&lt;p&gt;Pantless, Pax ran to his toy truck near by and rolled it around the floor while
blowing raspberries as makeshift engine noises.&lt;/p&gt;
&lt;p&gt;I took Pax&amp;rsquo;s pants and threw them in a growing pile of his wet clothes.  I
grabbed a pair of pants from the dry pile next to the wet pile.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;I hope these pants were dry because they were clean and not because the wet
pile became the dry pile.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;I made a mental note, likely to be forgotten immediately, to rearrange these
piles further apart after this parental task.&lt;/p&gt;
&lt;p&gt;I walked towards the living room where Pax was pushing his truck around on
the couch and I noticed a broken cookie with crumbs on the ground.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;The kids must have stepped on it.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;I put Pax&amp;rsquo;s pants down, picked up our handheld vacuum and walked to the broken
cookie.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Wait. Did I give him a cookie?&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;I stopped the vacuum&amp;rsquo;s nozel right before reaching the cookie.&lt;/p&gt;
&lt;p&gt;I noticed the cookie was moist.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;We don&amp;rsquo;t have cookies like this in the pantry, do we?&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;There was the smell fart in the air.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Ah, shit, that&amp;rsquo;s not a cookie. Sigh.&lt;/em&gt;&lt;/p&gt;
</description>
    </item>
    
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