docs: add Triangle.heatmap examples (#704) - #1210

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henrydingliu merged 2 commits into
casact:mainfrom
EKtheSage:docs/704-display-examples
Aug 13, 2026
Merged

docs: add Triangle.heatmap examples (#704)#1210
henrydingliu merged 2 commits into
casact:mainfrom
EKtheSage:docs/704-display-examples

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@EKtheSageEKtheSage commented Aug 13, 2026

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Summary of Changes

  • Add doctest Examples for Triangle.heatmap in chainladder/core/display.py.
  • Cover the default colormap, an alternate cmap, and the multi-dimensional ValueError.

Related GitHub Issue(s)

Additional Context for Reviewers

Bite-sized core-module follow-up for #704. Companions: slicing #1208, I/O #1209.

HTML output is asserted by type and by the presence of background-color rather than dumping the full markup.

Checklist

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run --directory docs jb build . --builder=custom --custom-builder=doctest)

Made with Cursor

@EKtheSage@cursoragent
docs: add Triangle.heatmap doctest examples (casact#704)
31f8e4d
Co-authored-by: Cursor <cursoragent@cursor.com>
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Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 15.1% of exported symbols fully typed (201 / 1333)

KnownAmbiguousUnknownTotal
Project (head)20111110211333

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 321
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): no exported symbol type-completeness changes detected.

This was referenced Aug 13, 2026
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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 91.26%. Comparing base (52e655b) to head (1ff506c).

Additional details and impacted files
@@ Coverage Diff @@## main #1210 +/- ##
=======================================
Coverage 91.26% 91.26% =======================================
Files 91 91 Lines 5401 5401 Branches 691 691 =======================================
Hits 4929 4929 Misses 338 338 Partials 134 134
FlagCoverage Δ
unittests91.26% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Harness.
📢 Have feedback on the report? Share it here.

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@henrydingliu

henrydingliu commented Aug 13, 2026

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I think the average user will want to see actual heatmaps. It would be more valuable to not add any examples in the docstring instead, just a link to a notebook in the docs that actually have heatmap.

@EKtheSage@cursoragent
Point heatmap docs at the User Guide example instead of HTML doctests.
1ff506c
Doctest cannot render a background gradient; the Triangle notebook already shows one.
Co-authored-by: Cursor <cursoragent@cursor.com>
@EKtheSage

EKtheSage commented Aug 13, 2026

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Dropped the HTML doctests. heatmap returns IPython HTML, so those examples could not show the gradient.

The docstring now points at the existing rendered example in the Triangle user guide (triangle.link_ratio.heatmap()).

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henrydingliu approved these changes Aug 13, 2026
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@EKtheSage thanks!

@henrydingliu
henrydingliu merged commit 6fee2d4 into casact:mainAug 13, 2026
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
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}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
docs: add Triangle.heatmap examples (#704) - #1210
Merged
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Aug 13, 2026
Merged
docs: add Triangle.heatmap examples (#704)#1210
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Conversation
@EKtheSage
@EKtheSageEKtheSage
commented
Aug 13, 2026

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Summary of Changes
  • Add doctest Examples for Triangle.heatmap in chainladder/core/display.py.
  • Cover the default colormap, an alternate cmap, and the multi-dimensional ValueError.
Related GitHub Issue(s)
Additional Context for Reviewers
Bite-sized core-module follow-up for #704. Companions: slicing #1208, I/O #1209.
HTML output is asserted by type and by the presence of background-color rather than dumping the full markup.
Checklist
  •  I passed tests locally for both code (uv run pytest) and documentation changes (uv run --directory docs jb build . --builder=custom --custom-builder=doctest)
Made with Cursor
@EKtheSage@cursoragent
docs: add Triangle.heatmap doctest examples (casact#704)
31f8e4d
Co-authored-by: Cursor <cursoragent@cursor.com>
@github-actions
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commented
Aug 13, 2026•

edited

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Pyright Type Completeness
View the full pyright --verifytypes output for this commit
Project (full chainladder package, at this PR's head): 15.1% of exported symbols fully typed (201 / 1333)
KnownAmbiguousUnknownTotal
Project (head)20111110211333
Other symbols referenced but not exported by chainladder: 13
KnownAmbiguousUnknownTotal
Other (head)31913
Symbols without documentation:
  • Functions without docstring: 321
  • Functions without default param: 0
  • Classes without docstring: 10
Patch (exported symbols added or changed by this PR): no exported symbol type-completeness changes detected.

This was referenced Aug 13, 2026
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Codecov Report
✅ All modified and coverable lines are covered by tests.

✅ Project coverage is 91.26%. Comparing base (52e655b) to head (1ff506c).
Additional details and impacted files
@@ Coverage Diff @@## main #1210 +/- ##
=======================================
Coverage 91.26% 91.26% =======================================
Files 91 91 Lines 5401 5401 Branches 691 691 =======================================
Hits 4929 4929 Misses 338 338 Partials 134 134 
FlagCoverage Δ
unittests91.26% <ø> (ø)
Flags with carried forward coverage won't be shown. Click here to find out more.
☔ View full report in Codecov by Harness.

📢 Have feedback on the report? Share it here.
 🚀 New features to boost your workflow: 
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
@henrydingliu
henrydingliu
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Aug 13, 2026

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I think the average user will want to see actual heatmaps. It would be more valuable to not add any examples in the docstring instead, just a link to a notebook in the docs that actually have heatmap.
@EKtheSage@cursoragent
Point heatmap docs at the User Guide example instead of HTML doctests.
1ff506c
Doctest cannot render a background gradient; the Triangle notebook already shows one.
Co-authored-by: Cursor <cursoragent@cursor.com>
@EKtheSage
EKtheSage
commented
Aug 13, 2026

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ContributorAuthor
Dropped the HTML doctests. heatmap returns IPython HTML, so those examples could not show the gradient.
The docstring now points at the existing rendered example in the Triangle user guide (triangle.link_ratio.heatmap()).
henrydingliu
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approved these changes
Aug 13, 2026
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validated link via PR build
@henrydingliu
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Aug 13, 2026

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@EKtheSage thanks!
@henrydingliu
henrydingliu
merged commit 6fee2d4
into
casact:mainAug 13, 2026

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: add Triangle.heatmap examples (#704) - #1210
Merged
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Aug 13, 2026
Merged
docs: add Triangle.heatmap examples (#704)#1210
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Conversation
@EKtheSage
@EKtheSageEKtheSage
commented
Aug 13, 2026

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Summary of Changes
  • Add doctest Examples for Triangle.heatmap in chainladder/core/display.py.
  • Cover the default colormap, an alternate cmap, and the multi-dimensional ValueError.
Related GitHub Issue(s)
Additional Context for Reviewers
Bite-sized core-module follow-up for #704. Companions: slicing #1208, I/O #1209.
HTML output is asserted by type and by the presence of background-color rather than dumping the full markup.
Checklist
  •  I passed tests locally for both code (uv run pytest) and documentation changes (uv run --directory docs jb build . --builder=custom --custom-builder=doctest)
Made with Cursor
@EKtheSage@cursoragent
docs: add Triangle.heatmap doctest examples (casact#704)
31f8e4d
Co-authored-by: Cursor <cursoragent@cursor.com>
@github-actions
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commented
Aug 13, 2026•

edited

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Pyright Type Completeness
View the full pyright --verifytypes output for this commit
Project (full chainladder package, at this PR's head): 15.1% of exported symbols fully typed (201 / 1333)
KnownAmbiguousUnknownTotal
Project (head)20111110211333
Other symbols referenced but not exported by chainladder: 13
KnownAmbiguousUnknownTotal
Other (head)31913
Symbols without documentation:
  • Functions without docstring: 321
  • Functions without default param: 0
  • Classes without docstring: 10
Patch (exported symbols added or changed by this PR): no exported symbol type-completeness changes detected.

This was referenced Aug 13, 2026
 Merged

 Merged

 Merged

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Codecov Report
✅ All modified and coverable lines are covered by tests.

✅ Project coverage is 91.26%. Comparing base (52e655b) to head (1ff506c).
Additional details and impacted files
@@ Coverage Diff @@## main #1210 +/- ##
=======================================
Coverage 91.26% 91.26% =======================================
Files 91 91 Lines 5401 5401 Branches 691 691 =======================================
Hits 4929 4929 Misses 338 338 Partials 134 134 
FlagCoverage Δ
unittests91.26% <ø> (ø)
Flags with carried forward coverage won't be shown. Click here to find out more.
☔ View full report in Codecov by Harness.

📢 Have feedback on the report? Share it here.
 🚀 New features to boost your workflow: 
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
@henrydingliu
henrydingliu
commented
Aug 13, 2026

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I think the average user will want to see actual heatmaps. It would be more valuable to not add any examples in the docstring instead, just a link to a notebook in the docs that actually have heatmap.
@EKtheSage@cursoragent
Point heatmap docs at the User Guide example instead of HTML doctests.
1ff506c
Doctest cannot render a background gradient; the Triangle notebook already shows one.
Co-authored-by: Cursor <cursoragent@cursor.com>
@EKtheSage
EKtheSage
commented
Aug 13, 2026

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ContributorAuthor
Dropped the HTML doctests. heatmap returns IPython HTML, so those examples could not show the gradient.
The docstring now points at the existing rendered example in the Triangle user guide (triangle.link_ratio.heatmap()).
henrydingliu
henrydingliu
approved these changes
Aug 13, 2026
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validated link via PR build
@henrydingliu
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Aug 13, 2026

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@EKtheSage thanks!
@henrydingliu
henrydingliu
merged commit 6fee2d4
into
casact:mainAug 13, 2026

13 checks passed

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@henrydingliuhenrydingliuhenrydingliu approved these changes
@jbogaardtjbogaardtAwaiting requested review from jbogaardt
@kennethshsukennethshsuAwaiting requested review from kennethshsukennethshsu is a code owner
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: add Triangle.heatmap examples (#704) - #1210
Merged
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Aug 13, 2026
Merged
docs: add Triangle.heatmap examples (#704)#1210
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Conversation
@EKtheSage
@EKtheSageEKtheSage
commented
Aug 13, 2026

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Summary of Changes
  • Add doctest Examples for Triangle.heatmap in chainladder/core/display.py.
  • Cover the default colormap, an alternate cmap, and the multi-dimensional ValueError.
Related GitHub Issue(s)
Additional Context for Reviewers
Bite-sized core-module follow-up for #704. Companions: slicing #1208, I/O #1209.
HTML output is asserted by type and by the presence of background-color rather than dumping the full markup.
Checklist
  •  I passed tests locally for both code (uv run pytest) and documentation changes (uv run --directory docs jb build . --builder=custom --custom-builder=doctest)
Made with Cursor
@EKtheSage@cursoragent
docs: add Triangle.heatmap doctest examples (casact#704)
31f8e4d
Co-authored-by: Cursor <cursoragent@cursor.com>
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commented
Aug 13, 2026•

edited

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Pyright Type Completeness
View the full pyright --verifytypes output for this commit
Project (full chainladder package, at this PR's head): 15.1% of exported symbols fully typed (201 / 1333)
KnownAmbiguousUnknownTotal
Project (head)20111110211333
Other symbols referenced but not exported by chainladder: 13
KnownAmbiguousUnknownTotal
Other (head)31913
Symbols without documentation:
  • Functions without docstring: 321
  • Functions without default param: 0
  • Classes without docstring: 10
Patch (exported symbols added or changed by this PR): no exported symbol type-completeness changes detected.

This was referenced Aug 13, 2026
 Merged

 Merged

 Merged

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Codecov Report
✅ All modified and coverable lines are covered by tests.

✅ Project coverage is 91.26%. Comparing base (52e655b) to head (1ff506c).
Additional details and impacted files
@@ Coverage Diff @@## main #1210 +/- ##
=======================================
Coverage 91.26% 91.26% =======================================
Files 91 91 Lines 5401 5401 Branches 691 691 =======================================
Hits 4929 4929 Misses 338 338 Partials 134 134 
FlagCoverage Δ
unittests91.26% <ø> (ø)
Flags with carried forward coverage won't be shown. Click here to find out more.
☔ View full report in Codecov by Harness.

📢 Have feedback on the report? Share it here.
 🚀 New features to boost your workflow: 
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
@henrydingliu
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Aug 13, 2026

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I think the average user will want to see actual heatmaps. It would be more valuable to not add any examples in the docstring instead, just a link to a notebook in the docs that actually have heatmap.
@EKtheSage@cursoragent
Point heatmap docs at the User Guide example instead of HTML doctests.
1ff506c
Doctest cannot render a background gradient; the Triangle notebook already shows one.
Co-authored-by: Cursor <cursoragent@cursor.com>
@EKtheSage
EKtheSage
commented
Aug 13, 2026

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ContributorAuthor
Dropped the HTML doctests. heatmap returns IPython HTML, so those examples could not show the gradient.
The docstring now points at the existing rendered example in the Triangle user guide (triangle.link_ratio.heatmap()).
henrydingliu
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approved these changes
Aug 13, 2026
View reviewed changes
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validated link via PR build
@henrydingliu
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Aug 13, 2026

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@EKtheSage thanks!
@henrydingliu
henrydingliu
merged commit 6fee2d4
into
casact:mainAug 13, 2026

13 checks passed

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@henrydingliuhenrydingliuhenrydingliu approved these changes
@jbogaardtjbogaardtAwaiting requested review from jbogaardt
@kennethshsukennethshsuAwaiting requested review from kennethshsukennethshsu is a code owner
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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docs: add Triangle.heatmap examples (#704) - #1210
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henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Aug 13, 2026
Merged
docs: add Triangle.heatmap examples (#704)#1210
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
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Aug 13, 2026

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Summary of Changes
  • Add doctest Examples for Triangle.heatmap in chainladder/core/display.py.
  • Cover the default colormap, an alternate cmap, and the multi-dimensional ValueError.
Related GitHub Issue(s)
Additional Context for Reviewers
Bite-sized core-module follow-up for #704. Companions: slicing #1208, I/O #1209.
HTML output is asserted by type and by the presence of background-color rather than dumping the full markup.
Checklist
  •  I passed tests locally for both code (uv run pytest) and documentation changes (uv run --directory docs jb build . --builder=custom --custom-builder=doctest)
Made with Cursor
@EKtheSage@cursoragent
docs: add Triangle.heatmap doctest examples (casact#704)
31f8e4d
Co-authored-by: Cursor <cursoragent@cursor.com>
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Aug 13, 2026•

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Pyright Type Completeness
View the full pyright --verifytypes output for this commit
Project (full chainladder package, at this PR's head): 15.1% of exported symbols fully typed (201 / 1333)
KnownAmbiguousUnknownTotal
Project (head)20111110211333
Other symbols referenced but not exported by chainladder: 13
KnownAmbiguousUnknownTotal
Other (head)31913
Symbols without documentation:
  • Functions without docstring: 321
  • Functions without default param: 0
  • Classes without docstring: 10
Patch (exported symbols added or changed by this PR): no exported symbol type-completeness changes detected.

This was referenced Aug 13, 2026
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Codecov Report
✅ All modified and coverable lines are covered by tests.

✅ Project coverage is 91.26%. Comparing base (52e655b) to head (1ff506c).
Additional details and impacted files
@@ Coverage Diff @@## main #1210 +/- ##
=======================================
Coverage 91.26% 91.26% =======================================
Files 91 91 Lines 5401 5401 Branches 691 691 =======================================
Hits 4929 4929 Misses 338 338 Partials 134 134 
FlagCoverage Δ
unittests91.26% <ø> (ø)
Flags with carried forward coverage won't be shown. Click here to find out more.
☔ View full report in Codecov by Harness.

📢 Have feedback on the report? Share it here.
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@henrydingliu
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I think the average user will want to see actual heatmaps. It would be more valuable to not add any examples in the docstring instead, just a link to a notebook in the docs that actually have heatmap.
@EKtheSage@cursoragent
Point heatmap docs at the User Guide example instead of HTML doctests.
1ff506c
Doctest cannot render a background gradient; the Triangle notebook already shows one.
Co-authored-by: Cursor <cursoragent@cursor.com>
@EKtheSage
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Dropped the HTML doctests. heatmap returns IPython HTML, so those examples could not show the gradient.
The docstring now points at the existing rendered example in the Triangle user guide (triangle.link_ratio.heatmap()).
henrydingliu
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Aug 13, 2026
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@EKtheSage thanks!
@henrydingliu
henrydingliu
merged commit 6fee2d4
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casact:mainAug 13, 2026

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: add Triangle.heatmap examples (#704) - #1210
Merged
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Aug 13, 2026
Merged
docs: add Triangle.heatmap examples (#704)#1210
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Conversation
@EKtheSage
@EKtheSageEKtheSage
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Aug 13, 2026

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Summary of Changes
  • Add doctest Examples for Triangle.heatmap in chainladder/core/display.py.
  • Cover the default colormap, an alternate cmap, and the multi-dimensional ValueError.
Related GitHub Issue(s)
Additional Context for Reviewers
Bite-sized core-module follow-up for #704. Companions: slicing #1208, I/O #1209.
HTML output is asserted by type and by the presence of background-color rather than dumping the full markup.
Checklist
  •  I passed tests locally for both code (uv run pytest) and documentation changes (uv run --directory docs jb build . --builder=custom --custom-builder=doctest)
Made with Cursor
@EKtheSage@cursoragent
docs: add Triangle.heatmap doctest examples (casact#704)
31f8e4d
Co-authored-by: Cursor <cursoragent@cursor.com>
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Aug 13, 2026•

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Pyright Type Completeness
View the full pyright --verifytypes output for this commit
Project (full chainladder package, at this PR's head): 15.1% of exported symbols fully typed (201 / 1333)
KnownAmbiguousUnknownTotal
Project (head)20111110211333
Other symbols referenced but not exported by chainladder: 13
KnownAmbiguousUnknownTotal
Other (head)31913
Symbols without documentation:
  • Functions without docstring: 321
  • Functions without default param: 0
  • Classes without docstring: 10
Patch (exported symbols added or changed by this PR): no exported symbol type-completeness changes detected.

This was referenced Aug 13, 2026
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Codecov Report
✅ All modified and coverable lines are covered by tests.

✅ Project coverage is 91.26%. Comparing base (52e655b) to head (1ff506c).
Additional details and impacted files
@@ Coverage Diff @@## main #1210 +/- ##
=======================================
Coverage 91.26% 91.26% =======================================
Files 91 91 Lines 5401 5401 Branches 691 691 =======================================
Hits 4929 4929 Misses 338 338 Partials 134 134 
FlagCoverage Δ
unittests91.26% <ø> (ø)
Flags with carried forward coverage won't be shown. Click here to find out more.
☔ View full report in Codecov by Harness.

📢 Have feedback on the report? Share it here.
 🚀 New features to boost your workflow: 
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
@henrydingliu
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I think the average user will want to see actual heatmaps. It would be more valuable to not add any examples in the docstring instead, just a link to a notebook in the docs that actually have heatmap.
@EKtheSage@cursoragent
Point heatmap docs at the User Guide example instead of HTML doctests.
1ff506c
Doctest cannot render a background gradient; the Triangle notebook already shows one.
Co-authored-by: Cursor <cursoragent@cursor.com>
@EKtheSage
EKtheSage
commented
Aug 13, 2026

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Dropped the HTML doctests. heatmap returns IPython HTML, so those examples could not show the gradient.
The docstring now points at the existing rendered example in the Triangle user guide (triangle.link_ratio.heatmap()).
henrydingliu
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approved these changes
Aug 13, 2026
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validated link via PR build
@henrydingliu
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Aug 13, 2026

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@EKtheSage thanks!
@henrydingliu
henrydingliu
merged commit 6fee2d4
into
casact:mainAug 13, 2026

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@jbogaardtjbogaardtAwaiting requested review from jbogaardt
@kennethshsukennethshsuAwaiting requested review from kennethshsukennethshsu is a code owner
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: add Triangle.heatmap examples (#704) - #1210
Merged
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Aug 13, 2026
Merged
docs: add Triangle.heatmap examples (#704)#1210
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Conversation
@EKtheSage
@EKtheSageEKtheSage
commented
Aug 13, 2026

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Summary of Changes
  • Add doctest Examples for Triangle.heatmap in chainladder/core/display.py.
  • Cover the default colormap, an alternate cmap, and the multi-dimensional ValueError.
Related GitHub Issue(s)
Additional Context for Reviewers
Bite-sized core-module follow-up for #704. Companions: slicing #1208, I/O #1209.
HTML output is asserted by type and by the presence of background-color rather than dumping the full markup.
Checklist
  •  I passed tests locally for both code (uv run pytest) and documentation changes (uv run --directory docs jb build . --builder=custom --custom-builder=doctest)
Made with Cursor
@EKtheSage@cursoragent
docs: add Triangle.heatmap doctest examples (casact#704)
31f8e4d
Co-authored-by: Cursor <cursoragent@cursor.com>
@github-actions
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commented
Aug 13, 2026•

edited

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Pyright Type Completeness
View the full pyright --verifytypes output for this commit
Project (full chainladder package, at this PR's head): 15.1% of exported symbols fully typed (201 / 1333)
KnownAmbiguousUnknownTotal
Project (head)20111110211333
Other symbols referenced but not exported by chainladder: 13
KnownAmbiguousUnknownTotal
Other (head)31913
Symbols without documentation:
  • Functions without docstring: 321
  • Functions without default param: 0
  • Classes without docstring: 10
Patch (exported symbols added or changed by this PR): no exported symbol type-completeness changes detected.

This was referenced Aug 13, 2026
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Codecov Report
✅ All modified and coverable lines are covered by tests.

✅ Project coverage is 91.26%. Comparing base (52e655b) to head (1ff506c).
Additional details and impacted files
@@ Coverage Diff @@## main #1210 +/- ##
=======================================
Coverage 91.26% 91.26% =======================================
Files 91 91 Lines 5401 5401 Branches 691 691 =======================================
Hits 4929 4929 Misses 338 338 Partials 134 134 
FlagCoverage Δ
unittests91.26% <ø> (ø)
Flags with carried forward coverage won't be shown. Click here to find out more.
☔ View full report in Codecov by Harness.

📢 Have feedback on the report? Share it here.
 🚀 New features to boost your workflow: 
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
@henrydingliu
henrydingliu
commented
Aug 13, 2026

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I think the average user will want to see actual heatmaps. It would be more valuable to not add any examples in the docstring instead, just a link to a notebook in the docs that actually have heatmap.
@EKtheSage@cursoragent
Point heatmap docs at the User Guide example instead of HTML doctests.
1ff506c
Doctest cannot render a background gradient; the Triangle notebook already shows one.
Co-authored-by: Cursor <cursoragent@cursor.com>
@EKtheSage
EKtheSage
commented
Aug 13, 2026

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ContributorAuthor
Dropped the HTML doctests. heatmap returns IPython HTML, so those examples could not show the gradient.
The docstring now points at the existing rendered example in the Triangle user guide (triangle.link_ratio.heatmap()).
henrydingliu
henrydingliu
approved these changes
Aug 13, 2026
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validated link via PR build
@henrydingliu
henrydingliu
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Aug 13, 2026

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@EKtheSage thanks!
@henrydingliu
henrydingliu
merged commit 6fee2d4
into
casact:mainAug 13, 2026

13 checks passed

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@henrydingliuhenrydingliuhenrydingliu approved these changes
@jbogaardtjbogaardtAwaiting requested review from jbogaardt
@kennethshsukennethshsuAwaiting requested review from kennethshsukennethshsu is a code owner
@genedangenedanAwaiting requested review from genedangenedan is a code owner

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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
docs: add Triangle.heatmap examples (#704) - #1210
Merged
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Aug 13, 2026
Merged
docs: add Triangle.heatmap examples (#704)#1210
henrydingliu merged 2 commits into
casact:mainfrom 
EKtheSage:docs/704-display-examples
Conversation
@EKtheSage
@EKtheSageEKtheSage
commented
Aug 13, 2026

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Summary of Changes
  • Add doctest Examples for Triangle.heatmap in chainladder/core/display.py.
  • Cover the default colormap, an alternate cmap, and the multi-dimensional ValueError.
Related GitHub Issue(s)
Additional Context for Reviewers
Bite-sized core-module follow-up for #704. Companions: slicing #1208, I/O #1209.
HTML output is asserted by type and by the presence of background-color rather than dumping the full markup.
Checklist
  •  I passed tests locally for both code (uv run pytest) and documentation changes (uv run --directory docs jb build . --builder=custom --custom-builder=doctest)
Made with Cursor
@EKtheSage@cursoragent
docs: add Triangle.heatmap doctest examples (casact#704)
31f8e4d
Co-authored-by: Cursor <cursoragent@cursor.com>
@github-actions
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commented
Aug 13, 2026•

edited

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Pyright Type Completeness
View the full pyright --verifytypes output for this commit
Project (full chainladder package, at this PR's head): 15.1% of exported symbols fully typed (201 / 1333)
KnownAmbiguousUnknownTotal
Project (head)20111110211333
Other symbols referenced but not exported by chainladder: 13
KnownAmbiguousUnknownTotal
Other (head)31913
Symbols without documentation:
  • Functions without docstring: 321
  • Functions without default param: 0
  • Classes without docstring: 10
Patch (exported symbols added or changed by this PR): no exported symbol type-completeness changes detected.

This was referenced Aug 13, 2026
 Merged

 Merged

 Merged

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Codecov Report
✅ All modified and coverable lines are covered by tests.

✅ Project coverage is 91.26%. Comparing base (52e655b) to head (1ff506c).
Additional details and impacted files
@@ Coverage Diff @@## main #1210 +/- ##
=======================================
Coverage 91.26% 91.26% =======================================
Files 91 91 Lines 5401 5401 Branches 691 691 =======================================
Hits 4929 4929 Misses 338 338 Partials 134 134 
FlagCoverage Δ
unittests91.26% <ø> (ø)
Flags with carried forward coverage won't be shown. Click here to find out more.
☔ View full report in Codecov by Harness.

📢 Have feedback on the report? Share it here.
 🚀 New features to boost your workflow: 
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.
@henrydingliu
henrydingliu
commented
Aug 13, 2026

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I think the average user will want to see actual heatmaps. It would be more valuable to not add any examples in the docstring instead, just a link to a notebook in the docs that actually have heatmap.
@EKtheSage@cursoragent
Point heatmap docs at the User Guide example instead of HTML doctests.
1ff506c
Doctest cannot render a background gradient; the Triangle notebook already shows one.
Co-authored-by: Cursor <cursoragent@cursor.com>
@EKtheSage
EKtheSage
commented
Aug 13, 2026

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ContributorAuthor
Dropped the HTML doctests. heatmap returns IPython HTML, so those examples could not show the gradient.
The docstring now points at the existing rendered example in the Triangle user guide (triangle.link_ratio.heatmap()).
henrydingliu
henrydingliu
approved these changes
Aug 13, 2026
View reviewed changes
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validated link via PR build
@henrydingliu
henrydingliu
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Aug 13, 2026

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@EKtheSage thanks!
@henrydingliu
henrydingliu
merged commit 6fee2d4
into
casact:mainAug 13, 2026

13 checks passed

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@henrydingliuhenrydingliuhenrydingliu approved these changes
@jbogaardtjbogaardtAwaiting requested review from jbogaardt
@kennethshsukennethshsuAwaiting requested review from kennethshsukennethshsu is a code owner
@genedangenedanAwaiting requested review from genedangenedan is a code owner

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