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let's fix that weird 18–20 text. When you copied...

Created on: February 22, 2026

Answered using GPT-5.2 Thinking by Chat01

Question

4.0fix_patched_totals_hist_v4.0.txt

let's fix that weird 18–20 text. When you copied the code, Google Sheets didn't like the long dash (–) and corrupted the text.
Go into your buildLineCenteredBuckets function and replace all the long dashes with standard keyboard hyphens (-).
Change this: label: (anchor - 6) + "–" + (anchor - 4)
To this: label: (anchor - 6) + "-" + (anchor - 4)
Do that for all the labels, and it will print perfectly clean.
Now, here is exactly how to read what the script is telling you. This new output visualizes the Bimodal Distribution (the "two peaks" of a tennis match) we talked about earlier.

I love that idea. If you’re building an automated dashboard, having the script write out that exact plain-English "goldmine" breakdown will instantly tell you the story of the match without forcing you to manually calculate the percentages in your head.
We can inject a script that automatically reads those buckets, groups them into UNDER and OVER, applies those exact labels ("Blowouts", "Standard 3-setters", "Marathons"), and then spits out an alert sentence if the Marathon or Blowout tails get too high.
Here is exactly how to add that custom description block to your script.
Step 1: Add the Description Generator
Scroll down to the very bottom of your script (where you just pasted the three new helper functions). Add this new function right below them:
function generateHistogramDescription(gamesList, buckets, lineTot) {
if (!gamesList || !gamesList.length || !buckets || buckets.length < 6) return [];

var counts = [0,0,0,0,0,0];
for (var i = 0; i < gamesList.length; i++) {
var g = Math.round(gamesList[i]);
for (var b = 0; b < buckets.length; b++) {
if (g >= buckets[b].lo && g <= buckets[b].hi) { counts[b]++; break; }
}
}

var p0 = (counts[0] / gamesList.length) * 100;
var p1 = (counts[1] / gamesList.length) * 100;
var p2 = (counts[2] / gamesList.length) * 100;
var p3 = (counts[3] / gamesList.length) * 100;
var p4 = (counts[4] / gamesList.length) * 100;
var p5 = (counts[5] / gamesList.length) * 100;

var underPct = p0 + p1;
var overPct = p2 + p3 + p4 + p5;

var desc = [];
desc.push(" [HISTOGRAM BREAKDOWN] The simulation drops all 12,000 runs into buckets around the " + lineTot + " line:");
desc.push(" 📉 UNDER " + lineTot + " Scenarios (" + underPct.toFixed(1) + "% of the time):");
desc.push(" • " + buckets[0].label + ": " + p0.toFixed(1) + "% (Blowouts)");
desc.push(" • " + buckets[1].label + ": " + p1.toFixed(1) + "% (Standard 2-setters)");
desc.push(" 📈 OVER " + lineTot + " Scenarios (" + overPct.toFixed(1) + "% of the time):");
desc.push(" • " + buckets[2].label + ": " + p2.toFixed(1) + "% (Long 2-setters or fast 3-setters)");
desc.push(" • " + buckets[3].label + ": " + p3.toFixed(1) + "% (Standard 3-setters)");
desc.push(" • " + buckets[4].label + ": " + p4.toFixed(1) + "% (Tight 3-setters)");
desc.push(" • " + buckets[5].label + ": " + p5.toFixed(1) + "% (Absolute Marathons)");

if (p5 >= 15.0) {
desc.push(" ⚠️ Look closely at the " + buckets[5].label + " bucket. The simulation is telling you that " + p5.toFixed(1) + "% of the time, this matchup turns into a complete marathon. That massive right-side 'tail' pulls the Expected Value heavily UP.");
} else if (p0 >= 20.0) {
desc.push(" ⚠️ Look closely at the " + buckets[0].label + " bucket. The simulation sees a massive " + p0.toFixed(1) + "% chance of a quick blowout, which heavily anchors the Expected Value DOWN.");
}

return desc;
}

Step 2: Inject it into MATCH_PREVIEW
Go back up to where you just pasted the [TOTALS HIST] lines in your MATCH_PREVIEW function.
Find this block:
lines.push("[TOTALS MODES] " + (topTotals || "n/a"));
lines.push("[TOTALS HIST] line=" + lineTot + " | " + (hist || "n/a"));

Right below that, paste this new code block. This will command the script to generate that bulleted list and push it directly into your preview cell:
var histDesc = generateHistogramDescription(gamesListAdj, buckets, lineTot);
for (var k = 0; k < histDesc.length; k++) {
lines.push(histDesc[k]);
}

What happens now:
Whenever you look at a preview, you won't just see raw percentages. The script will automatically break the math out into a clean, easy-to-read list right below the raw [TOTALS HIST] line.
If the "Marathon" bucket spikes over 15%, or the "Blowout" bucket spikes over 20%, it will automatically flag that specific "tail" for you with a warning triangle so you instantly know why the total expected games shifted without having to do the math yourself!

Update my script then send it as a downloadable txt link

Then after updating check for syntax and undefined issues only after updating

Python

python
from pathlib import Path, PurePosixPath
path = Path("/mnt/data/4.0fix_patched_totals_hist_v4.0.txt")
text = path.read_text(encoding="utf-8", errors="replace")
len(text), text[:2000]


(565243,
 '/**\n * PATCH NOTE (2026-02-19):\n * - Restored getTotalsPick() to v3.0 logic (removed MIN_BET_PROB gate that blocked many OVERS).\n * - Fixed classifyPlayer() Big Server ace threshold from 0.5 to 0.05 (label-only).\n * PATCH NOTE (2026-02-21):\n * - Unified totals + winner holds (removed totals sandbox; single reality for preview).\n * - Dampened BT-SBM tier hold shift from 3.5% -> 2.0% per tier gap (applies to ALL engines).\n * - Synchronized Markov/Dist totals to use the same sim holds as Monte Carlo.\n * - Standardized set-to-set momentum to 0.03 in BOTH MC + Markov engines.\n\n */\n\n// ========================== TENNIS MODEL ==========================\n// Paste this entire file into Google Apps Script (Extensions > Apps Script).\n// \n// CORRECT MATCH_PICK FORMULA (10 args):\n//   =MATCH_PICK(\'Match Inputs\'!$A$2, \'Match Inputs\'!$A$11, "", "", "AUTO", \'Match Inputs\'!$B$36, \'Match Inputs\'!$B$37, NOW(), \'Match Inputs\'!$A$3:$X$18, \'Summary & Prediction\'!$A$1:$Z$200)\n//   (If oddsA/oddsB are blank or N/A, odds are auto-read from \'Summary & Prediction\'!B42/B43.)\n//\n// CORRECT MATCH_PREVIEW FORMULA (11 args):\n//   =MATCH_PREVIEW(\'Match Inputs\'!$A$2, \'Match Inputs\'!$A$11, "", "", "AUTO", NOW(), \'Match Inputs\'!$A$3:$X$18, \'Summary & Prediction\'!$A$1:$Z$200, \'Summary & Prediction\'!$B$42:$B$43, \'Match Inputs\'!$B$36, \'Match Inputs\'!$B$37)\n//   (If oddsA/oddsB are blank or N/A, odds are auto-read from \'Summary & Prediction\'!B42/B43.)\n// ==================================================================\n\n\n// FIXED (2026-02-15): Replaced String.includes() with indexOf() for ES5 compatibility; normalized a few non-ASCII glyphs to ASCII.\n// @OnlyCurrentDoc\n// eslint-disable new-cap\n\n/* Polyfills removed (V8 runtime assumed). */\n\n// ================= GLOBAL SIM FLAGS (used by sim / prop helpers) =================\nvar _simIsWtaStyle = false;\nvar _tankMultiplier = 1.0;\n// =============================================================================\n\n\n// ================= FUZZY MOMENTUM ACTIVATIO')

Python

python
import re
m = re.search(r'function\s+_buildLineCenteredBuckets_\s*\(', text)
m.start() if m else None


563345

Python

python
start = m.start()-500
end = m.start()+2500
snippet = text[start:end]
snippet[:3000]


'.replace(injRegex, \'\').trim();\n    if (_validName(cand11) && !_looksLikeHandednessOrTour_(cand11)) {\n      return cand11;\n    }\n    var cand10 = String(mi.getRange(\'A10\').getDisplayValue() || mi.getRange(\'A10\').getValue() || \'\').replace(injRegex, \'\').trim();\n    if (_validName(cand10) && !_looksLikeHandednessOrTour_(cand10)) {\n      return cand10;\n    }\n    return cand11 || cand10 || \'\';\n  } catch(e) { return \'\'; }\n}\n\n/* ================== TOTALS DIAGNOSTICS (DISPLAY ONLY) ================== */\nfunction _buildLineCenteredBuckets_(lineTot) {\n  var anchor = Math.round(Number(lineTot) || 0); // nearest integer games\n  return [\n    { label: (anchor - 6) + "–" + (anchor - 4), lo: anchor - 6, hi: anchor - 4 },\n    { label: (anchor - 3) + "–" + (anchor - 1), lo: anchor - 3, hi: anchor - 1 },\n    { label: (anchor) + "–" + (anchor + 2),     lo: anchor,     hi: anchor + 2 },\n    { label: (anchor + 3) + "–" + (anchor + 5), lo: anchor + 3, hi: anchor + 5 },\n    { label: (anchor + 6) + "–" + (anchor + 8), lo: anchor + 6, hi: anchor + 8 },\n    { label: (anchor + 9) + "+",                lo: anchor + 9, hi: 999 }\n  ];\n}\n\nfunction _totalsHistogramBuckets_(gamesList, buckets) {\n  if (!gamesList || !gamesList.length) return "n/a";\n  var counts = [];\n  for (var i = 0; i < buckets.length; i++) counts.push(0);\n\n  for (var i = 0; i < gamesList.length; i++) {\n    var g = Math.round(gamesList[i]);\n    for (var b = 0; b < buckets.length; b++) {\n      if (g >= buckets[b].lo && g <= buckets[b].hi) {\n        counts[b]++; break;\n      }\n    }\n  }\n  var out = [];\n  for (var b = 0; b < buckets.length; b++) {\n    var pct = (counts[b] / gamesList.length) * 100;\n    out.push(buckets[b].label + ": " + pct.toFixed(1) + "%");\n  }\n  return out.join(" | ");\n}\n\nfunction _topTotalsCounts_(gamesList, count) {\n  if (!gamesList || !gamesList.length) return "n/a";\n  var countMap = {};\n  for (var i = 0; i < gamesList.length; i++) {\n    var g = Math.round(gamesList[i]);\n    countMap[g] = (countMap[g] || 0) + 1;\n  }\n  var sortable = [];\n  for (var k in countMap) sortable.push([k, countMap[k]]);\n  sortable.sort(function(a, b) { return b[1] - a[1]; });\n\n  var top = [];\n  var limit = Math.min(count || 6, sortable.length);\n  for (var j = 0; j < limit; j++) {\n    var pct = (sortable[j][1] / gamesList.length) * 100;\n    top.push(sortable[j][0] + "g: " + pct.toFixed(1) + "%");\n  }\n  return top.join(" | ");\n}\n\n'

Python

python
idx = text.find("function _topTotalsCounts_")
idx_end = text.find("}\n\n", idx)  # first closing? but maybe multiple; not safe.
idx_end, text[idx_end:idx_end+200]


(565240, '}\n\n')

Python

python
target = 'lines.push("[TOTALS MODES] " + (topTotals || "n/a"));'
pos = text.find(target)
pos


495334

Python

python
context = text[pos-400:pos+400]
context


'mesListAdj.length; i++) {\n    var t = gamesListAdj[i];\n    if (t >= 25) over25++;\n    if (t >= 30) over30++;\n    if (t >= 35) over35++;\n    if (t > maxT) maxT = t;\n    if (t < minT) minT = t;\n  }\n  _tail25 = over25 / _totSim.totalRuns;\n  _tail30 = over30 / _totSim.totalRuns;\n  _tail35 = over35 / _totSim.totalRuns;\n\n  var p25 = 100 * _tail25;\n  var p30 = 100 * _tail30;\n  var p35 = 100 * _tail35;\n  lines.push("[TOTALS MODES] " + (topTotals || "n/a"));\n  lines.push("[TOTALS HIST]  line=" + lineTot + " | " + (hist || "n/a"));\n\n\n  lines.push(\n    "[DEBUG TOTALS] Line=" + marketLine +\n    " | Min=" + minT + " Max=" + maxT +\n    " | P(T>=25)=" + p25.toFixed(1) + "%" +\n    " | P(T>=30)=" + p30.toFixed(1) + "%" +\n    " | P(T>=35)=" + p35.toFixed(1) + "%"\n  );\n} else {\n  lines.push("[TOTALS MODES] "'

Python

python
lines_around = text[pos:pos+200].splitlines()[:10]
lines_around


['lines.push("[TOTALS MODES] " + (topTotals || "n/a"));',
 '  lines.push("[TOTALS HIST]  line=" + lineTot + " | " + (hist || "n/a"));',
 '',
 '',
 '  lines.push(',
 '    "[DEBUG TOTALS] Line=" + marketLine +',
 '    " | Min=" ']

Python

python
# find previous 'buckets' around pos-1000
ctx = text[pos-1500:pos]
# find 'buckets' occurrences
import re
for match in re.finditer(r'\bbuckets\b', ctx):
    pass
# show lines around where buckets defined
bucket_pos = ctx.rfind('buckets')
ctx[bucket_pos-200:bucket_pos+200]


''

Python

python
import re, itertools, math
for m2 in re.finditer(r'var\s+buckets\s*=', text):
    print(m2.start())

Python

python
positions = [m.start() for m in re.finditer(r'_buildLineCenteredBuckets_\(', text)]
positions[:20], len(positions)


([458749, 563354], 2)

Python

python
ctx2 = text[458600:459050]
ctx2


'ape diagnostics (DISPLAY-ONLY) =====\n    var lineTot = Number(marketLine);\n    var topTotals = _topTotalsCounts_(gamesListAdj, 6);\n    var buckets = _buildLineCenteredBuckets_(lineTot);\n    var hist = _totalsHistogramBuckets_(gamesListAdj, buckets);\n\n\n\n\n    // --- 6. THREE-WAY BLEND (v7.2: 40% Model + 40% Stats + 20% Elo) ---\n    var pModelA_raw = _totSim.winsA / _totSim.totalRuns;\n\n    // Markov cross-check (set-level DP on hold rates; tiebreak '

Python

python
ctx3 = text[494800:495600]
print(ctx3)

Python

python
import pkgutil, sys, subprocess, textwrap, json, os, math
'any'

'any'

Python

python
try:
    import esprima
    print("python esprima ok", esprima.__version__)
except Exception as e:
    print("python esprima missing", e)

Python

python
for mod in ["js2py","pyjsparser","slimit","dukpy"]:
    try:
        __import__(mod)
        print(mod,"ok")
    except Exception as e:
        print(mod,"missing")

Python

python
from pathlib import Path
import re

orig_path = Path("/mnt/data/4.0fix_patched_totals_hist_v4.0.txt")
code = orig_path.read_text(encoding="utf-8", errors="replace")

# 1) Replace long dashes within _buildLineCenteredBuckets_ function body
def replace_within_function(src, func_name, replacements):
    # Find function signature
    m = re.search(r'(function\s+' + re.escape(func_name) + r'\s*$[^)]*$\s*\{)', src)
    if not m:
        raise ValueError(f"Function {func_name} not found")
    start_sig = m.start(1)
    start_body = m.end(1)  # position after opening brace
    # find matching closing brace for that function
    # We'll start at

(5, 0, 13)

Python

python
"_generateHistogramDescription_" in code2


False

Python

python
new_func_block = r'''
function _generateHistogramDescription_(gamesList, buckets, lineTot) {
  if (!gamesList || !gamesList.length || !buckets || buckets.length < 6) return [];
  
  var counts = [0,0,0,0,0,0];
  for (var i = 0; i < gamesList.length; i++) {
    var g = Math.round(gamesList[i]);
    for (var b = 0; b < buckets.length; b++) {
      if (g >= buckets[b].lo && g <= buckets[b].hi) { counts[b]++; break; }
    }
  }
  
  var p0 = (counts[0] / gamesList.length) * 100;
  var p1 = (counts[1] / gamesList.length) * 100;
  var p2 = (counts[2] / gamesList.length) * 100;
  var p3 = (counts[3] / gamesList.length) * 100;
  var p4 = (counts[4] / gamesList.length) * 100;
  var p5 = (counts[5] / gamesList.length) * 100;

  var underPct = p0 + p1;
  var overPct = p2 + p3 + p4 + p5;

  var desc = [];
  desc.push("   [HISTOGRAM BREAKDOWN] The simulation drops all 12,000 runs into buckets around the " + lineTot + " line:");
  desc.push("   📉 UNDER " + lineTot + " Scenarios (" + underPct.toFixed(1) + "% of the time):");
  desc.push("      • " + buckets[0].label + ": " + p0.toFixed(1) + "% (Blowouts)");
  desc.push("      • " + buckets[1].label + ": " + p1.toFixed(1) + "% (Standard 2-setters)");
  desc.push("   📈 OVER " + lineTot + " Scenarios (" + overPct.toFixed(1) + "% of the time):");
  desc.push("      • " + buckets[2].label + ": " + p2.toFixed(1) + "% (Long 2-setters or fast 3-setters)");
  desc.push("      • " + buckets[3].label + ": " + p3.toFixed(1) + "% (Standard 3-setters)");
  desc.push("      • " + buckets[4].label + ": " + p4.toFixed(1) + "% (Tight 3-setters)");
  desc.push("      • " + buckets[5].label + ": " + p5.toFixed(1) + "% (Absolute Marathons)");
  
  if (p5 >= 15.0) {
     desc.push("   ⚠️ Look closely at the " + buckets[5].label + " bucket. The simulation is telling you that " + p5.toFixed(1) + "% of the time, this matchup turns into a complete marathon. That massive right-side 'tail' pulls the Expected Value heavily UP.");
  } else if (p0 >= 20.0) {
     desc.push("   ⚠️ Look closely at the " + buckets[0].label + " bucket. The simulation sees a massive " + p0.toFixed(1) + "% chance of a quick blowout, which heavily anchors the Expected Value DOWN.");
  }

  return desc;
}
'''.lstrip("\n")

code3 = code2
# ensure file ends with newline
if not code3.endswith("\n"):
    code3 += "\n"
code3 += "\n" + new_func_block

len(code3), code3[-500:]


(567441,
 '   ⚠️ Look closely at the " + buckets[5].label + " bucket. The simulation is telling you that " + p5.toFixed(1) + "% of the time, this matchup turns into a complete marathon. That massive right-side \'tail\' pulls the Expected Value heavily UP.");\n  } else if (p0 >= 20.0) {\n     desc.push("   ⚠️ Look closely at the " + buckets[0].label + " bucket. The simulation sees a massive " + p0.toFixed(1) + "% chance of a quick blowout, which heavily anchors the Expected Value DOWN.");\n  }\n\n  return desc;\n}\n')

Python

python
import re
pattern = re.escape('lines.push("[TOTALS MODES] " + (topTotals || "n/a"));') + r'\s*\n\s*lines\.push$"$$TOTALS HIST$$\s+line="\s*\+\s*lineTot\s*\+\s*" \| "\s*\+\s*\(hist \|\| "n/a"$\);'
# hmm complicated. easier: find index of hist line
hist_line = 'lines.push("[TOTALS HIST]  line=" + lineTot + " | " + (hist || "n/a"));'
occ = [m.start() for m in re.finditer(re.escape(hist_line), code3)]
occ, len(occ)


([495390, 495762], 2)

Python

python
for p in occ:
    print("----", p)
    print(code3[p-150:p+200])

Python

python
import re

insert_block_tpl = """{ind}var histDesc = _generateHistogramDescription_(gamesListAdj, buckets, lineTot);
{ind}for (var k = 0; k < histDesc.length; k++) {{
{ind}  lines.push(histDesc[k]);
{ind}}}
"""

def insert_after_hist(src):
    # Use regex to match the hist line with indentation
    hist_re = re.compile(r'(?m)^([ \t]*)lines\.push$"$$TOTALS HIST$$\s+line="\s*\+\s*lineTot\s*\+\s*" \| "\s*\+\s*\(hist \|\| "n/a"$\);\s*$')
    def repl(m):
        ind = m.group(1)
        block = insert_block_tpl.format(ind=ind)
        return m.group(0) + "\n" + block
    return hist_re.sub(repl, src)

code4 = insert_after_hist(code3)

# ensure inserted twice
code4.count("_generateHistogramDescription_"), code4.count("var histDesc")


(3, 2)

Python

python
bad_seq = "–"
bad_seq2 = "–"
count_bad_seq = code4.count(bad_seq)
count_endash = code4.count(bad_seq2)
count_bad_seq, count_endash


(0, 2)

Python

python
positions_endash = [m.start() for m in re.finditer("–", code4)]
positions_endash[:10], len(positions_endash)


([412293, 457641], 2)

Python

python
for p in positions_endash:
    print("----", p)
    print(code4[p-80:p+80])

Python

python
# Extract buildLine function snippet
m = re.search(r'function\s+_buildLineCenteredBuckets_\s*$[^)]*$\s*\{', code4)
snip = code4[m.start():m.start()+400]
snip


'function _buildLineCenteredBuckets_(lineTot) {\n  var anchor = Math.round(Number(lineTot) || 0); // nearest integer games\n  return [\n    { label: (anchor - 6) + "-" + (anchor - 4), lo: anchor - 6, hi: anchor - 4 },\n    { label: (anchor - 3) + "-" + (anchor - 1), lo: anchor - 3, hi: anchor - 1 },\n    { label: (anchor) + "-" + (anchor + 2),     lo: anchor,     hi: anchor + 2 },\n    { label: (anchor +'

Python

python
# show around first inserted block
p = code4.find('var histDesc = _generateHistogramDescription_(gamesListAdj, buckets, lineTot);')
code4[p-120:p+250]


'[TOTALS MODES] " + (topTotals || "n/a"));\n  lines.push("[TOTALS HIST]  line=" + lineTot + " | " + (hist || "n/a"));\n\n\n  var histDesc = _generateHistogramDescription_(gamesListAdj, buckets, lineTot);\n  for (var k = 0; k < histDesc.length; k++) {\n    lines.push(histDesc[k]);\n  }\n\n  lines.push(\n    "[DEBUG TOTALS] Line=" + marketLine +\n    " | Min=" + minT + " Max=" + ma'

Python

python
# show around second inserted block
p2 = code4.rfind('var histDesc = _generateHistogramDescription_')
code4[p2-120:p2+250]


'("[TOTALS MODES] " + (topTotals || "n/a"));\n  lines.push("[TOTALS HIST]  line=" + lineTot + " | " + (hist || "n/a"));\n  var histDesc = _generateHistogramDescription_(gamesListAdj, buckets, lineTot);\n  for (var k = 0; k < histDesc.length; k++) {\n    lines.push(histDesc[k]);\n  }\n\n  lines.push("[DEBUG TOTALS] (no gamesList available)");\n}\n// ============================='

Python

python
updated_path = Path("/mnt/data/4.0fix_patched_totals_hist_v4.0_updated.txt")
updated_path.write_text(code4, encoding="utf-8")
str(updated_path), updated_path.stat().st_size


('/mnt/data/4.0fix_patched_totals_hist_v4.0_updated.txt', 567805)

Thought

Ensuring safety with variable scope

The syntax check is fine in Node. But to fully ensure our newly added function isn’t referencing undefined variables, we need to confirm variables like gamesListAdj, buckets, lineTot, and lines are in scope. Since they’re declared earlier in the function, they should be fine, but I’ll double-check. The only exception might be buckets, which could cause issues if it isn’t assigned before the else block, so I’ll be cautious.

Addressing undefined and syntax issues

The generator handles uncertain values for buckets, since it checks for !buckets at runtime, so it's safe. As for gamesListAdj and lineTot, they are in scope and already defined. Checking for any left-over en dashes in the bucket labels is also necessary. Now, I'll provide the link to the updated script for download.

Thought for 8m 11s

Answer

Updated ✅ (starting from your uploaded script (4.0fix_patched_totals_hist_v4.0.txt))

  • Fixed the bucket labels in _buildLineCenteredBuckets_ by replacing all long dashes (–) with standard hyphens (-).
  • Added function _generateHistogramDescription_(gamesList, buckets, lineTot) at the bottom (right after the existing totals helper functions).
  • Injected the description output into MATCH_PREVIEW immediately after the [TOTALS HIST] line(s), pushing the generated lines into lines.

Download the updated script TXT

Post-update checks (done after editing)

  • Syntax: ✅ Parsed/compiled cleanly (no syntax errors).
  • Undefined-risk (for the new additions): ✅ The new call site references gamesListAdj, buckets, and lineTot in the same scope where [TOTALS HIST] is already being printed, and _generateHistogramDescription_ is defined as a hoisted function declaration, so it’s available when called.

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