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    <title>DEV Community: laolide</title>
    <description>The latest articles on DEV Community by laolide (@laoliaibiji).</description>
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    <item>
      <title>pptxgenjs dropped one of my chart series and reported nothing</title>
      <dc:creator>laolide</dc:creator>
      <pubDate>Sun, 11 Oct 2026 10:36:39 +0000</pubDate>
      <link>https://dev.to/laoliaibiji/pptxgenjs-dropped-one-of-my-chart-series-and-reported-nothing-31p0</link>
      <guid>https://dev.to/laoliaibiji/pptxgenjs-dropped-one-of-my-chart-series-and-reported-nothing-31p0</guid>
      <description>&lt;p&gt;I built a PPT generator. It produced a valid file. PowerPoint opened it. The charts rendered.&lt;br&gt;
But one line was gone, and two bars were missing. Nothing threw an error.&lt;br&gt;
The symptom&lt;br&gt;
I write a tool that generates PPT decks. It runs on Python and pptxgenjs.&lt;br&gt;
The pipeline worked. The file downloaded fine. My checker said everything passed.&lt;br&gt;
Then I opened the file and looked at it:&lt;br&gt;
1.Line chart: should have 4 data points, rendered only 1 line&lt;br&gt;
2.Bar chart: should have 3 groups, lost 2 of them&lt;br&gt;
Nothing anywhere raised an error.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;The generator did not throw&lt;/li&gt;
&lt;li&gt;The file opens&lt;/li&gt;
&lt;li&gt;PowerPoint does not complain&lt;/li&gt;
&lt;li&gt;My own checker reported "all passed"
The cause
Here is the normalization code:
// Wrong: this tests the container type
const isSeriesList = rawSeries.length &amp;amp;&amp;amp; Array.isArray(rawSeries[0])
? rawSeries
: [rawSeries[0]];&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;// The data looks like this:&lt;br&gt;
rawSeries = [&lt;br&gt;
  { name: '数量', values: [120, 180, 240] },&lt;br&gt;
  { name: '占比', values: [22, 31, 40] }&lt;br&gt;
]&lt;/p&gt;

&lt;p&gt;// Array.isArray(rawSeries[0]) → false  (the first item is an object, not an array)&lt;br&gt;
// → the whole array gets wrapped as "one series"&lt;br&gt;
// → 2 series become 1&lt;br&gt;
// → the chart draws only the first line&lt;br&gt;
The file stays valid. The chart stays valid. Half the data is simply gone.&lt;br&gt;
The pattern behind this&lt;br&gt;
Silent degradation ≠ crash&lt;br&gt;
  Crash        → you know immediately&lt;br&gt;
  Silent drop  → you think it worked, until a human reads the output&lt;br&gt;
I call this "looks right, is wrong". It is far harder to debug than an exception.&lt;br&gt;
How I debugged it, and why every step was wrong&lt;br&gt;
This part matters more than the bug itself.&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Suspected the dual-axis format  → changed it, still broken&lt;/li&gt;
&lt;li&gt;Suspected an options parameter → bisected them all, none was it&lt;/li&gt;
&lt;li&gt;Added a log statement           → the combo branch never ran at all&lt;/li&gt;
&lt;li&gt;Ran the normalization alone     → saw data.length == 1
Step 3 was the turning point. The branch never ran, so the condition was false.
My condition at the time:
if (condition) { combo branch } else { plain branch }
→ combo branch never ran = condition is false
→ the condition called Array.isArray(...)
→ go look at what that data actually is
Steps 1 to 3 all asked "am I using the library correctly?"
Step 4 was the first to ask "is my own logic wrong?"
Write the check by meaning, not by shape
// Wrong: structural test
Array.isArray(r[0])          // a series object is of course not an array&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;// Also wrong, and this one bites you twice&lt;br&gt;
r.every(x =&amp;gt; 'values' in x)&lt;br&gt;
That second one looks right. It is not. Array.prototype.values exists,&lt;br&gt;
so the in operator walks the prototype chain and returns true for any array.&lt;br&gt;
I only found this because I ran the check against both shapes instead of trusting it.&lt;br&gt;
// Right: semantic test, verified against both shapes&lt;br&gt;
!Array.isArray(x) &amp;amp;&amp;amp; x &amp;amp;&amp;amp; x.values !== undefined&lt;br&gt;
// or: Object.prototype.hasOwnProperty.call(x, 'values')&lt;br&gt;
Both tests ask about the shape of the data. Only one tells them apart:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;[[{...}], [{...}]]: the raw nested form pptxgenjs uses&lt;/li&gt;
&lt;li&gt;[{...}, {...}]: a flat list of series
Structurally both are lists. Semantically they are opposite.
Lesson I learned the hard way: I wrote the check, ran it, saw green, and stopped.
The check was wrong in a way no amount of reading would have shown me.
Only feeding it a bad sample exposed it.
Three checks I added afterward
Fixing the bug was not enough. My checker had to catch this class of problem next time.
import re, zipfile&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;def count_series(xml: str) -&amp;gt; int:&lt;br&gt;
    # count('') misses  and any namespaced prefix.&lt;br&gt;
    return len(re.findall(r'&amp;lt;(?:\w+:)?ser[\s&amp;gt;]', xml))&lt;/p&gt;

&lt;p&gt;series_count = 0&lt;br&gt;
with zipfile.ZipFile(pptx_path) as z:&lt;br&gt;
    for n in z.namelist():&lt;br&gt;
        if 'charts/chart' in n and n.endswith('.xml'):&lt;br&gt;
            series_count += count_series(z.read(n).decode('utf-8'))&lt;/p&gt;

&lt;p&gt;if series_count &amp;lt; expected_series:&lt;br&gt;
    report("chart series were silently dropped")&lt;br&gt;
Do not write xml.count(''). I did. It returns 0 on a real chart,&lt;br&gt;
because the tag carries attributes and a namespace prefix. A check that&lt;br&gt;
always reads zero never fires, and a check that never fires looks identical&lt;br&gt;
to a passing one.&lt;br&gt;
The three checks, running together:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Series count     → regex the XML, compare against expected&lt;/li&gt;
&lt;li&gt;Point alignment  → categories must equal data points, otherwise report&lt;/li&gt;
&lt;li&gt;Empty data       → all categories or all values empty, refuse to draw
Check 1 is the important one. The plots list in python-pptx misses multi-series charts. Only the XML is reliable.
Then I made the same mistake again
I added the checks. I ran them. Everything was green.
I was happy. I was about to stop.
Then I did one thing: I built a broken sample the check was supposed to catch.
→ It reported "all passed".
The checks existed. The main flow never called them.
The habit now:
write the check → confirm the main flow actually calls it
             → build a bad sample
             → confirm it gets caught
             → only then call it done
I wrote this rule down. Two days later I broke it again.
Writing a rule is not the same as following it.
If you write generator tools&lt;/li&gt;
&lt;li&gt;"Generated successfully" does not mean "the content is right". Read the artifact.&lt;/li&gt;
&lt;li&gt;The &lt;code&gt;in&lt;/code&gt; operator checks the prototype chain, so &lt;code&gt;"key" in []&lt;/code&gt; can be true.&lt;/li&gt;
&lt;li&gt;Test data shape by semantic feature, not by container type.&lt;/li&gt;
&lt;li&gt;Checks must read the artifact back. Count XML nodes, do not trust the library.&lt;/li&gt;
&lt;li&gt;Silent degradation is harder than an error, because it looks correct.&lt;/li&gt;
&lt;li&gt;Before you report all green, build one broken sample and watch it fail.
Number 6 is the whole point of this post. While writing it I checked my own
example against both data shapes, and found the "correct" check in my original
draft was broken too.
Every symptom here comes from my own tool: 2 series collapsing to 1, the four wrong debugging steps, and the three checks I added after.&lt;/li&gt;
&lt;/ol&gt;

</description>
      <category>debugging</category>
      <category>javascript</category>
      <category>python</category>
      <category>softwaredevelopment</category>
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