Pandas annotations by genedan · Pull Request #1065 · casact/chainladder-python

genedan · 2026-06-28T01:35:05Z

Summary of Changes

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

Related GitHub Issue(s)

#486

Additional Context for Reviewers

Removed some unused parameters, Renamed some variables due to shadowing. These don't impact the public API.

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

Note

Low Risk
Changes are typing, imports, and internal delegation; the only behavioral tweak is Triangle.round using round, which should match prior Triangle rounding semantics.

Overview
Typing and structure:TrianglePandas now subclasses a runtime object base and only inherits TriangleProtocol under TYPE_CHECKING, replacing repeated self: TriangleProtocol annotations. TriangleProtocol gains setters for index/columns/origin/development, treats valuation_date as a plain attribute, tightens fillna’s value type, and documents __round__.

chainladder/core/pandas.py: Public pandas-like methods pick up explicit return/parameter types; mutating helpers (rename, astype, inplace fillna/fillzero) use cast to Triangle where needed. append imports concat at module level; to_frame’s sparse path uses a local values: COO instead of mutating obj.values. round now delegates to self.__round__(decimals) instead of the builtin round(self, …). groupby drops *args/**kwargs and types the return as TriangleGroupBy. Docstrings and small cleanups (drop message, T return type, xs docs, loop variable renames).

^{Reviewed by Cursor Bugbot for commit b77bc07. Bugbot is set up for automated code reviews on this repo. Configure here.}

github-actions · 2026-06-28T01:35:57Z

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (170 / 1207)

	Known	Ambiguous	Unknown	Total
Project (head)	170	105	932	1207

Other symbols referenced but not exported by chainladder: 13

	Known	Ambiguous	Unknown	Total
Other (head)	3	1	9	13

Symbols without documentation:

Functions without docstring: 315
Functions without default param: 0
Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 77.8% fully typed (7 / 9); 3 no longer exported

	Known	Ambiguous	Unknown	Total
Patch	7	2	0	9

Patch symbol details

Symbol	Status	Change
`chainladder.core.pandas.TrianglePandas.T`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.columns`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.development`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.index`	✅ known	changed (was ⚠️ ambiguous)
`chainladder.core.pandas.TrianglePandas.origin`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.to_frame`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.func`	⚠️ ambiguous	new
`chainladder.core.pandas.method`	⚠️ ambiguous	new
`chainladder.core.typing.TriangleProtocol.__round__`	✅ known	new
`chainladder.core.pandas.item`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.k`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.v`	—	no longer exported (was ⚠️ ambiguous)

codecov · 2026-06-28T01:50:45Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.51%. Comparing base (1dddf97) to head (b77bc07).
⚠️ Report is 15 commits behind head on main.

Additional details and impacted files

@@ Coverage Diff @@## main #1065 +/- ##
==========================================
+ Coverage 89.47% 90.51% +1.03% 
==========================================
Files 91 91 Lines 5284 5863 +579 Branches 681 852 +171 ==========================================
+ Hits 4728 5307 +579 + Misses 388 386 -2 - Partials 168 170 +2

Flag	Coverage Δ
unittests	`90.48% <100.00%> (+1.00%)`	⬆️

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 · 2026-06-28T03:32:56Z


- def groupby(self, by, axis=0, *args, **kwargs):
- """Group Triangle by index values. If the triangle is convertable to a
+ def groupby(self, by, axis: Literal[0, 1, 2, 3] = 0) -> TriangleGroupBy:


by is not typed

henrydingliu · 2026-06-28T03:35:13Z

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

given this quick change in approach, I'm going to have to insist that we put down a first version of architecture.md before more typing work

henrydingliu · 2026-06-30T01:05:51Z

- """Append rows of other to the end of caller, returning a new object.
+ def append(self, other: Triangle) -> Triangle:
+ """
+ Append rows another Triangle to self, returning an updated Triangle.


genedan · 2026-06-28T01:35:05Z

Summary of Changes

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

Related GitHub Issue(s)

#486

Additional Context for Reviewers

Removed some unused parameters, Renamed some variables due to shadowing. These don't impact the public API.

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

Note

Low Risk
Changes are typing, imports, and internal delegation; the only behavioral tweak is Triangle.round using round, which should match prior Triangle rounding semantics.

Overview
Typing and structure:TrianglePandas now subclasses a runtime object base and only inherits TriangleProtocol under TYPE_CHECKING, replacing repeated self: TriangleProtocol annotations. TriangleProtocol gains setters for index/columns/origin/development, treats valuation_date as a plain attribute, tightens fillna’s value type, and documents __round__.

chainladder/core/pandas.py: Public pandas-like methods pick up explicit return/parameter types; mutating helpers (rename, astype, inplace fillna/fillzero) use cast to Triangle where needed. append imports concat at module level; to_frame’s sparse path uses a local values: COO instead of mutating obj.values. round now delegates to self.__round__(decimals) instead of the builtin round(self, …). groupby drops *args/**kwargs and types the return as TriangleGroupBy. Docstrings and small cleanups (drop message, T return type, xs docs, loop variable renames).

^{Reviewed by Cursor Bugbot for commit b77bc07. Bugbot is set up for automated code reviews on this repo. Configure here.}

github-actions · 2026-06-28T01:35:57Z

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (170 / 1207)

	Known	Ambiguous	Unknown	Total
Project (head)	170	105	932	1207

Other symbols referenced but not exported by chainladder: 13

	Known	Ambiguous	Unknown	Total
Other (head)	3	1	9	13

Symbols without documentation:

Functions without docstring: 315
Functions without default param: 0
Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 77.8% fully typed (7 / 9); 3 no longer exported

	Known	Ambiguous	Unknown	Total
Patch	7	2	0	9

Patch symbol details

Symbol	Status	Change
`chainladder.core.pandas.TrianglePandas.T`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.columns`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.development`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.index`	✅ known	changed (was ⚠️ ambiguous)
`chainladder.core.pandas.TrianglePandas.origin`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.to_frame`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.func`	⚠️ ambiguous	new
`chainladder.core.pandas.method`	⚠️ ambiguous	new
`chainladder.core.typing.TriangleProtocol.__round__`	✅ known	new
`chainladder.core.pandas.item`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.k`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.v`	—	no longer exported (was ⚠️ ambiguous)

codecov · 2026-06-28T01:50:45Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.51%. Comparing base (1dddf97) to head (b77bc07).
⚠️ Report is 15 commits behind head on main.

Additional details and impacted files

@@ Coverage Diff @@## main #1065 +/- ##
==========================================
+ Coverage 89.47% 90.51% +1.03% 
==========================================
Files 91 91 Lines 5284 5863 +579 Branches 681 852 +171 ==========================================
+ Hits 4728 5307 +579 + Misses 388 386 -2 - Partials 168 170 +2

Flag	Coverage Δ
unittests	`90.48% <100.00%> (+1.00%)`	⬆️

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 · 2026-06-28T03:32:56Z


- def groupby(self, by, axis=0, *args, **kwargs):
- """Group Triangle by index values. If the triangle is convertable to a
+ def groupby(self, by, axis: Literal[0, 1, 2, 3] = 0) -> TriangleGroupBy:


by is not typed

henrydingliu · 2026-06-28T03:35:13Z

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

given this quick change in approach, I'm going to have to insist that we put down a first version of architecture.md before more typing work

henrydingliu · 2026-06-30T01:05:51Z

- """Append rows of other to the end of caller, returning a new object.
+ def append(self, other: Triangle) -> Triangle:
+ """
+ Append rows another Triangle to self, returning an updated Triangle.


genedan · 2026-06-28T01:35:05Z

Summary of Changes

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

Related GitHub Issue(s)

#486

Additional Context for Reviewers

Removed some unused parameters, Renamed some variables due to shadowing. These don't impact the public API.

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

Note

Low Risk
Changes are typing, imports, and internal delegation; the only behavioral tweak is Triangle.round using round, which should match prior Triangle rounding semantics.

Overview
Typing and structure:TrianglePandas now subclasses a runtime object base and only inherits TriangleProtocol under TYPE_CHECKING, replacing repeated self: TriangleProtocol annotations. TriangleProtocol gains setters for index/columns/origin/development, treats valuation_date as a plain attribute, tightens fillna’s value type, and documents __round__.

chainladder/core/pandas.py: Public pandas-like methods pick up explicit return/parameter types; mutating helpers (rename, astype, inplace fillna/fillzero) use cast to Triangle where needed. append imports concat at module level; to_frame’s sparse path uses a local values: COO instead of mutating obj.values. round now delegates to self.__round__(decimals) instead of the builtin round(self, …). groupby drops *args/**kwargs and types the return as TriangleGroupBy. Docstrings and small cleanups (drop message, T return type, xs docs, loop variable renames).

^{Reviewed by Cursor Bugbot for commit b77bc07. Bugbot is set up for automated code reviews on this repo. Configure here.}

github-actions · 2026-06-28T01:35:57Z

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (170 / 1207)

	Known	Ambiguous	Unknown	Total
Project (head)	170	105	932	1207

Other symbols referenced but not exported by chainladder: 13

	Known	Ambiguous	Unknown	Total
Other (head)	3	1	9	13

Symbols without documentation:

Functions without docstring: 315
Functions without default param: 0
Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 77.8% fully typed (7 / 9); 3 no longer exported

	Known	Ambiguous	Unknown	Total
Patch	7	2	0	9

Patch symbol details

Symbol	Status	Change
`chainladder.core.pandas.TrianglePandas.T`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.columns`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.development`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.index`	✅ known	changed (was ⚠️ ambiguous)
`chainladder.core.pandas.TrianglePandas.origin`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.to_frame`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.func`	⚠️ ambiguous	new
`chainladder.core.pandas.method`	⚠️ ambiguous	new
`chainladder.core.typing.TriangleProtocol.__round__`	✅ known	new
`chainladder.core.pandas.item`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.k`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.v`	—	no longer exported (was ⚠️ ambiguous)

codecov · 2026-06-28T01:50:45Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.51%. Comparing base (1dddf97) to head (b77bc07).
⚠️ Report is 15 commits behind head on main.

Additional details and impacted files

@@ Coverage Diff @@## main #1065 +/- ##
==========================================
+ Coverage 89.47% 90.51% +1.03% 
==========================================
Files 91 91 Lines 5284 5863 +579 Branches 681 852 +171 ==========================================
+ Hits 4728 5307 +579 + Misses 388 386 -2 - Partials 168 170 +2

Flag	Coverage Δ
unittests	`90.48% <100.00%> (+1.00%)`	⬆️

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 · 2026-06-28T03:32:56Z


- def groupby(self, by, axis=0, *args, **kwargs):
- """Group Triangle by index values. If the triangle is convertable to a
+ def groupby(self, by, axis: Literal[0, 1, 2, 3] = 0) -> TriangleGroupBy:


by is not typed

henrydingliu · 2026-06-28T03:35:13Z

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

given this quick change in approach, I'm going to have to insist that we put down a first version of architecture.md before more typing work

henrydingliu · 2026-06-30T01:05:51Z

- """Append rows of other to the end of caller, returning a new object.
+ def append(self, other: Triangle) -> Triangle:
+ """
+ Append rows another Triangle to self, returning an updated Triangle.


genedan · 2026-06-28T01:35:05Z

Summary of Changes

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

Related GitHub Issue(s)

#486

Additional Context for Reviewers

Removed some unused parameters, Renamed some variables due to shadowing. These don't impact the public API.

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

Note

Low Risk
Changes are typing, imports, and internal delegation; the only behavioral tweak is Triangle.round using round, which should match prior Triangle rounding semantics.

Overview
Typing and structure:TrianglePandas now subclasses a runtime object base and only inherits TriangleProtocol under TYPE_CHECKING, replacing repeated self: TriangleProtocol annotations. TriangleProtocol gains setters for index/columns/origin/development, treats valuation_date as a plain attribute, tightens fillna’s value type, and documents __round__.

chainladder/core/pandas.py: Public pandas-like methods pick up explicit return/parameter types; mutating helpers (rename, astype, inplace fillna/fillzero) use cast to Triangle where needed. append imports concat at module level; to_frame’s sparse path uses a local values: COO instead of mutating obj.values. round now delegates to self.__round__(decimals) instead of the builtin round(self, …). groupby drops *args/**kwargs and types the return as TriangleGroupBy. Docstrings and small cleanups (drop message, T return type, xs docs, loop variable renames).

^{Reviewed by Cursor Bugbot for commit b77bc07. Bugbot is set up for automated code reviews on this repo. Configure here.}

github-actions · 2026-06-28T01:35:57Z

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (170 / 1207)

	Known	Ambiguous	Unknown	Total
Project (head)	170	105	932	1207

Other symbols referenced but not exported by chainladder: 13

	Known	Ambiguous	Unknown	Total
Other (head)	3	1	9	13

Symbols without documentation:

Functions without docstring: 315
Functions without default param: 0
Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 77.8% fully typed (7 / 9); 3 no longer exported

	Known	Ambiguous	Unknown	Total
Patch	7	2	0	9

Patch symbol details

Symbol	Status	Change
`chainladder.core.pandas.TrianglePandas.T`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.columns`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.development`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.index`	✅ known	changed (was ⚠️ ambiguous)
`chainladder.core.pandas.TrianglePandas.origin`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.to_frame`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.func`	⚠️ ambiguous	new
`chainladder.core.pandas.method`	⚠️ ambiguous	new
`chainladder.core.typing.TriangleProtocol.__round__`	✅ known	new
`chainladder.core.pandas.item`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.k`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.v`	—	no longer exported (was ⚠️ ambiguous)

codecov · 2026-06-28T01:50:45Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.51%. Comparing base (1dddf97) to head (b77bc07).
⚠️ Report is 15 commits behind head on main.

Additional details and impacted files

@@ Coverage Diff @@## main #1065 +/- ##
==========================================
+ Coverage 89.47% 90.51% +1.03% 
==========================================
Files 91 91 Lines 5284 5863 +579 Branches 681 852 +171 ==========================================
+ Hits 4728 5307 +579 + Misses 388 386 -2 - Partials 168 170 +2

Flag	Coverage Δ
unittests	`90.48% <100.00%> (+1.00%)`	⬆️

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 · 2026-06-28T03:32:56Z


- def groupby(self, by, axis=0, *args, **kwargs):
- """Group Triangle by index values. If the triangle is convertable to a
+ def groupby(self, by, axis: Literal[0, 1, 2, 3] = 0) -> TriangleGroupBy:


by is not typed

henrydingliu · 2026-06-28T03:35:13Z

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

given this quick change in approach, I'm going to have to insist that we put down a first version of architecture.md before more typing work

henrydingliu · 2026-06-30T01:05:51Z

- """Append rows of other to the end of caller, returning a new object.
+ def append(self, other: Triangle) -> Triangle:
+ """
+ Append rows another Triangle to self, returning an updated Triangle.


genedan · 2026-06-28T01:35:05Z

Summary of Changes

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

Related GitHub Issue(s)

#486

Additional Context for Reviewers

Removed some unused parameters, Renamed some variables due to shadowing. These don't impact the public API.

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

Note

Low Risk
Changes are typing, imports, and internal delegation; the only behavioral tweak is Triangle.round using round, which should match prior Triangle rounding semantics.

Overview
Typing and structure:TrianglePandas now subclasses a runtime object base and only inherits TriangleProtocol under TYPE_CHECKING, replacing repeated self: TriangleProtocol annotations. TriangleProtocol gains setters for index/columns/origin/development, treats valuation_date as a plain attribute, tightens fillna’s value type, and documents __round__.

chainladder/core/pandas.py: Public pandas-like methods pick up explicit return/parameter types; mutating helpers (rename, astype, inplace fillna/fillzero) use cast to Triangle where needed. append imports concat at module level; to_frame’s sparse path uses a local values: COO instead of mutating obj.values. round now delegates to self.__round__(decimals) instead of the builtin round(self, …). groupby drops *args/**kwargs and types the return as TriangleGroupBy. Docstrings and small cleanups (drop message, T return type, xs docs, loop variable renames).

^{Reviewed by Cursor Bugbot for commit b77bc07. Bugbot is set up for automated code reviews on this repo. Configure here.}

github-actions · 2026-06-28T01:35:57Z

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (170 / 1207)

	Known	Ambiguous	Unknown	Total
Project (head)	170	105	932	1207

Other symbols referenced but not exported by chainladder: 13

	Known	Ambiguous	Unknown	Total
Other (head)	3	1	9	13

Symbols without documentation:

Functions without docstring: 315
Functions without default param: 0
Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 77.8% fully typed (7 / 9); 3 no longer exported

	Known	Ambiguous	Unknown	Total
Patch	7	2	0	9

Patch symbol details

Symbol	Status	Change
`chainladder.core.pandas.TrianglePandas.T`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.columns`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.development`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.index`	✅ known	changed (was ⚠️ ambiguous)
`chainladder.core.pandas.TrianglePandas.origin`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.to_frame`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.func`	⚠️ ambiguous	new
`chainladder.core.pandas.method`	⚠️ ambiguous	new
`chainladder.core.typing.TriangleProtocol.__round__`	✅ known	new
`chainladder.core.pandas.item`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.k`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.v`	—	no longer exported (was ⚠️ ambiguous)

codecov · 2026-06-28T01:50:45Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.51%. Comparing base (1dddf97) to head (b77bc07).
⚠️ Report is 15 commits behind head on main.

Additional details and impacted files

@@ Coverage Diff @@## main #1065 +/- ##
==========================================
+ Coverage 89.47% 90.51% +1.03% 
==========================================
Files 91 91 Lines 5284 5863 +579 Branches 681 852 +171 ==========================================
+ Hits 4728 5307 +579 + Misses 388 386 -2 - Partials 168 170 +2

Flag	Coverage Δ
unittests	`90.48% <100.00%> (+1.00%)`	⬆️

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 · 2026-06-28T03:32:56Z


- def groupby(self, by, axis=0, *args, **kwargs):
- """Group Triangle by index values. If the triangle is convertable to a
+ def groupby(self, by, axis: Literal[0, 1, 2, 3] = 0) -> TriangleGroupBy:


by is not typed

henrydingliu · 2026-06-28T03:35:13Z

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

given this quick change in approach, I'm going to have to insist that we put down a first version of architecture.md before more typing work

henrydingliu · 2026-06-30T01:05:51Z

- """Append rows of other to the end of caller, returning a new object.
+ def append(self, other: Triangle) -> Triangle:
+ """
+ Append rows another Triangle to self, returning an updated Triangle.


genedan · 2026-06-28T01:35:05Z

Summary of Changes

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

Related GitHub Issue(s)

#486

Additional Context for Reviewers

Removed some unused parameters, Renamed some variables due to shadowing. These don't impact the public API.

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

Note

Low Risk
Changes are typing, imports, and internal delegation; the only behavioral tweak is Triangle.round using round, which should match prior Triangle rounding semantics.

Overview
Typing and structure:TrianglePandas now subclasses a runtime object base and only inherits TriangleProtocol under TYPE_CHECKING, replacing repeated self: TriangleProtocol annotations. TriangleProtocol gains setters for index/columns/origin/development, treats valuation_date as a plain attribute, tightens fillna’s value type, and documents __round__.

chainladder/core/pandas.py: Public pandas-like methods pick up explicit return/parameter types; mutating helpers (rename, astype, inplace fillna/fillzero) use cast to Triangle where needed. append imports concat at module level; to_frame’s sparse path uses a local values: COO instead of mutating obj.values. round now delegates to self.__round__(decimals) instead of the builtin round(self, …). groupby drops *args/**kwargs and types the return as TriangleGroupBy. Docstrings and small cleanups (drop message, T return type, xs docs, loop variable renames).

^{Reviewed by Cursor Bugbot for commit b77bc07. Bugbot is set up for automated code reviews on this repo. Configure here.}

github-actions · 2026-06-28T01:35:57Z

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (170 / 1207)

	Known	Ambiguous	Unknown	Total
Project (head)	170	105	932	1207

Other symbols referenced but not exported by chainladder: 13

	Known	Ambiguous	Unknown	Total
Other (head)	3	1	9	13

Symbols without documentation:

Functions without docstring: 315
Functions without default param: 0
Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 77.8% fully typed (7 / 9); 3 no longer exported

	Known	Ambiguous	Unknown	Total
Patch	7	2	0	9

Patch symbol details

Symbol	Status	Change
`chainladder.core.pandas.TrianglePandas.T`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.columns`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.development`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.index`	✅ known	changed (was ⚠️ ambiguous)
`chainladder.core.pandas.TrianglePandas.origin`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.to_frame`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.func`	⚠️ ambiguous	new
`chainladder.core.pandas.method`	⚠️ ambiguous	new
`chainladder.core.typing.TriangleProtocol.__round__`	✅ known	new
`chainladder.core.pandas.item`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.k`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.v`	—	no longer exported (was ⚠️ ambiguous)

codecov · 2026-06-28T01:50:45Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.51%. Comparing base (1dddf97) to head (b77bc07).
⚠️ Report is 15 commits behind head on main.

Additional details and impacted files

@@ Coverage Diff @@## main #1065 +/- ##
==========================================
+ Coverage 89.47% 90.51% +1.03% 
==========================================
Files 91 91 Lines 5284 5863 +579 Branches 681 852 +171 ==========================================
+ Hits 4728 5307 +579 + Misses 388 386 -2 - Partials 168 170 +2

Flag	Coverage Δ
unittests	`90.48% <100.00%> (+1.00%)`	⬆️

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 · 2026-06-28T03:32:56Z


- def groupby(self, by, axis=0, *args, **kwargs):
- """Group Triangle by index values. If the triangle is convertable to a
+ def groupby(self, by, axis: Literal[0, 1, 2, 3] = 0) -> TriangleGroupBy:


by is not typed

henrydingliu · 2026-06-28T03:35:13Z

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

given this quick change in approach, I'm going to have to insist that we put down a first version of architecture.md before more typing work

henrydingliu · 2026-06-30T01:05:51Z

- """Append rows of other to the end of caller, returning a new object.
+ def append(self, other: Triangle) -> Triangle:
+ """
+ Append rows another Triangle to self, returning an updated Triangle.


genedan · 2026-06-28T01:35:05Z

Summary of Changes

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

Related GitHub Issue(s)

#486

Additional Context for Reviewers

Removed some unused parameters, Renamed some variables due to shadowing. These don't impact the public API.

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

Note

Low Risk
Changes are typing, imports, and internal delegation; the only behavioral tweak is Triangle.round using round, which should match prior Triangle rounding semantics.

Overview
Typing and structure:TrianglePandas now subclasses a runtime object base and only inherits TriangleProtocol under TYPE_CHECKING, replacing repeated self: TriangleProtocol annotations. TriangleProtocol gains setters for index/columns/origin/development, treats valuation_date as a plain attribute, tightens fillna’s value type, and documents __round__.

chainladder/core/pandas.py: Public pandas-like methods pick up explicit return/parameter types; mutating helpers (rename, astype, inplace fillna/fillzero) use cast to Triangle where needed. append imports concat at module level; to_frame’s sparse path uses a local values: COO instead of mutating obj.values. round now delegates to self.__round__(decimals) instead of the builtin round(self, …). groupby drops *args/**kwargs and types the return as TriangleGroupBy. Docstrings and small cleanups (drop message, T return type, xs docs, loop variable renames).

^{Reviewed by Cursor Bugbot for commit b77bc07. Bugbot is set up for automated code reviews on this repo. Configure here.}

github-actions · 2026-06-28T01:35:57Z

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (170 / 1207)

	Known	Ambiguous	Unknown	Total
Project (head)	170	105	932	1207

Other symbols referenced but not exported by chainladder: 13

	Known	Ambiguous	Unknown	Total
Other (head)	3	1	9	13

Symbols without documentation:

Functions without docstring: 315
Functions without default param: 0
Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 77.8% fully typed (7 / 9); 3 no longer exported

	Known	Ambiguous	Unknown	Total
Patch	7	2	0	9

Patch symbol details

Symbol	Status	Change
`chainladder.core.pandas.TrianglePandas.T`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.columns`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.development`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.index`	✅ known	changed (was ⚠️ ambiguous)
`chainladder.core.pandas.TrianglePandas.origin`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.to_frame`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.func`	⚠️ ambiguous	new
`chainladder.core.pandas.method`	⚠️ ambiguous	new
`chainladder.core.typing.TriangleProtocol.__round__`	✅ known	new
`chainladder.core.pandas.item`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.k`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.v`	—	no longer exported (was ⚠️ ambiguous)

codecov · 2026-06-28T01:50:45Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.51%. Comparing base (1dddf97) to head (b77bc07).
⚠️ Report is 15 commits behind head on main.

Additional details and impacted files

@@ Coverage Diff @@## main #1065 +/- ##
==========================================
+ Coverage 89.47% 90.51% +1.03% 
==========================================
Files 91 91 Lines 5284 5863 +579 Branches 681 852 +171 ==========================================
+ Hits 4728 5307 +579 + Misses 388 386 -2 - Partials 168 170 +2

Flag	Coverage Δ
unittests	`90.48% <100.00%> (+1.00%)`	⬆️

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 · 2026-06-28T03:32:56Z


- def groupby(self, by, axis=0, *args, **kwargs):
- """Group Triangle by index values. If the triangle is convertable to a
+ def groupby(self, by, axis: Literal[0, 1, 2, 3] = 0) -> TriangleGroupBy:


by is not typed

henrydingliu · 2026-06-28T03:35:13Z

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

given this quick change in approach, I'm going to have to insist that we put down a first version of architecture.md before more typing work

henrydingliu · 2026-06-30T01:05:51Z

- """Append rows of other to the end of caller, returning a new object.
+ def append(self, other: Triangle) -> Triangle:
+ """
+ Append rows another Triangle to self, returning an updated Triangle.


genedan · 2026-06-28T01:35:05Z

Summary of Changes

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

Related GitHub Issue(s)

#486

Additional Context for Reviewers

Removed some unused parameters, Renamed some variables due to shadowing. These don't impact the public API.

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

Note

Low Risk
Changes are typing, imports, and internal delegation; the only behavioral tweak is Triangle.round using round, which should match prior Triangle rounding semantics.

Overview
Typing and structure:TrianglePandas now subclasses a runtime object base and only inherits TriangleProtocol under TYPE_CHECKING, replacing repeated self: TriangleProtocol annotations. TriangleProtocol gains setters for index/columns/origin/development, treats valuation_date as a plain attribute, tightens fillna’s value type, and documents __round__.

chainladder/core/pandas.py: Public pandas-like methods pick up explicit return/parameter types; mutating helpers (rename, astype, inplace fillna/fillzero) use cast to Triangle where needed. append imports concat at module level; to_frame’s sparse path uses a local values: COO instead of mutating obj.values. round now delegates to self.__round__(decimals) instead of the builtin round(self, …). groupby drops *args/**kwargs and types the return as TriangleGroupBy. Docstrings and small cleanups (drop message, T return type, xs docs, loop variable renames).

^{Reviewed by Cursor Bugbot for commit b77bc07. Bugbot is set up for automated code reviews on this repo. Configure here.}

github-actions · 2026-06-28T01:35:57Z

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (170 / 1207)

	Known	Ambiguous	Unknown	Total
Project (head)	170	105	932	1207

Other symbols referenced but not exported by chainladder: 13

	Known	Ambiguous	Unknown	Total
Other (head)	3	1	9	13

Symbols without documentation:

Functions without docstring: 315
Functions without default param: 0
Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 77.8% fully typed (7 / 9); 3 no longer exported

	Known	Ambiguous	Unknown	Total
Patch	7	2	0	9

Patch symbol details

Symbol	Status	Change
`chainladder.core.pandas.TrianglePandas.T`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.columns`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.development`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.index`	✅ known	changed (was ⚠️ ambiguous)
`chainladder.core.pandas.TrianglePandas.origin`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.TrianglePandas.to_frame`	✅ known	changed (was ❌ unknown)
`chainladder.core.pandas.func`	⚠️ ambiguous	new
`chainladder.core.pandas.method`	⚠️ ambiguous	new
`chainladder.core.typing.TriangleProtocol.__round__`	✅ known	new
`chainladder.core.pandas.item`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.k`	—	no longer exported (was ⚠️ ambiguous)
`chainladder.core.pandas.v`	—	no longer exported (was ⚠️ ambiguous)

codecov · 2026-06-28T01:50:45Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 90.51%. Comparing base (1dddf97) to head (b77bc07).
⚠️ Report is 15 commits behind head on main.

Additional details and impacted files

@@ Coverage Diff @@## main #1065 +/- ##
==========================================
+ Coverage 89.47% 90.51% +1.03% 
==========================================
Files 91 91 Lines 5284 5863 +579 Branches 681 852 +171 ==========================================
+ Hits 4728 5307 +579 + Misses 388 386 -2 - Partials 168 170 +2

Flag	Coverage Δ
unittests	`90.48% <100.00%> (+1.00%)`	⬆️

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 · 2026-06-28T03:32:56Z


- def groupby(self, by, axis=0, *args, **kwargs):
- """Group Triangle by index values. If the triangle is convertable to a
+ def groupby(self, by, axis: Literal[0, 1, 2, 3] = 0) -> TriangleGroupBy:


by is not typed

henrydingliu · 2026-06-28T03:35:13Z

Main change is inheriting from TriangleProtocol instead of using the pattern self: TriangleProtocol. I find this to be much cleaner, less repetitive. My IDE can also find declarations more easily.

given this quick change in approach, I'm going to have to insist that we put down a first version of architecture.md before more typing work

henrydingliu · 2026-06-30T01:05:51Z

- """Append rows of other to the end of caller, returning a new object.
+ def append(self, other: Triangle) -> Triangle:
+ """
+ Append rows another Triangle to self, returning an updated Triangle.


genedan added 2 commits June 27, 2026 20:29

DOCS: Add typing, annotations.
fba2a78

Merge branch 'main' into pandas_annotations
808fbe0

genedan requested review from henrydingliu, jbogaardt and kennethshsu as code owners June 28, 2026 01:35

FIX: Fix test collection errors.
817ad3e

henrydingliu reviewed Jun 28, 2026
View reviewed changes

henrydingliu reviewed Jun 30, 2026
View reviewed changes

FIX: Address PR review notes.
b77bc07

henrydingliu approved these changes Jul 1, 2026
View reviewed changes

genedan merged commit f72577c into mainJul 1, 2026
18 checks passed

genedan deleted the pandas_annotations branch July 15, 2026 13:41

genedan added 2 commits June 27, 2026 20:29

DOCS: Add typing, annotations.
fba2a78

Merge branch 'main' into pandas_annotations
808fbe0

genedan requested review from henrydingliu, jbogaardt and kennethshsu as code owners June 28, 2026 01:35

FIX: Fix test collection errors.
817ad3e

henrydingliu reviewed Jun 28, 2026
View reviewed changes

henrydingliu reviewed Jun 30, 2026
View reviewed changes

FIX: Address PR review notes.
b77bc07

henrydingliu approved these changes Jul 1, 2026
View reviewed changes

genedan merged commit f72577c into mainJul 1, 2026
18 checks passed

genedan deleted the pandas_annotations branch July 15, 2026 13:41

genedan added 2 commits June 27, 2026 20:29

DOCS: Add typing, annotations.
fba2a78

Merge branch 'main' into pandas_annotations
808fbe0

genedan requested review from henrydingliu, jbogaardt and kennethshsu as code owners June 28, 2026 01:35

FIX: Fix test collection errors.
817ad3e

henrydingliu reviewed Jun 28, 2026
View reviewed changes

henrydingliu reviewed Jun 30, 2026
View reviewed changes

FIX: Address PR review notes.
b77bc07

henrydingliu approved these changes Jul 1, 2026
View reviewed changes

genedan merged commit f72577c into mainJul 1, 2026
18 checks passed

genedan deleted the pandas_annotations branch July 15, 2026 13:41

genedan added 2 commits June 27, 2026 20:29

DOCS: Add typing, annotations.
fba2a78

Merge branch 'main' into pandas_annotations
808fbe0

genedan requested review from henrydingliu, jbogaardt and kennethshsu as code owners June 28, 2026 01:35

FIX: Fix test collection errors.
817ad3e

henrydingliu reviewed Jun 28, 2026
View reviewed changes

henrydingliu reviewed Jun 30, 2026
View reviewed changes

FIX: Address PR review notes.
b77bc07

henrydingliu approved these changes Jul 1, 2026
View reviewed changes

genedan merged commit f72577c into mainJul 1, 2026
18 checks passed

genedan deleted the pandas_annotations branch July 15, 2026 13:41

genedan added 2 commits June 27, 2026 20:29

DOCS: Add typing, annotations.
fba2a78

Merge branch 'main' into pandas_annotations
808fbe0

genedan requested review from henrydingliu, jbogaardt and kennethshsu as code owners June 28, 2026 01:35

FIX: Fix test collection errors.
817ad3e

henrydingliu reviewed Jun 28, 2026
View reviewed changes

henrydingliu reviewed Jun 30, 2026
View reviewed changes

FIX: Address PR review notes.
b77bc07

henrydingliu approved these changes Jul 1, 2026
View reviewed changes

genedan merged commit f72577c into mainJul 1, 2026
18 checks passed

genedan deleted the pandas_annotations branch July 15, 2026 13:41

genedan added 2 commits June 27, 2026 20:29

DOCS: Add typing, annotations.
fba2a78

Merge branch 'main' into pandas_annotations
808fbe0

genedan requested review from henrydingliu, jbogaardt and kennethshsu as code owners June 28, 2026 01:35

FIX: Fix test collection errors.
817ad3e

henrydingliu reviewed Jun 28, 2026
View reviewed changes

henrydingliu reviewed Jun 30, 2026
View reviewed changes

FIX: Address PR review notes.
b77bc07

henrydingliu approved these changes Jul 1, 2026
View reviewed changes

genedan merged commit f72577c into mainJul 1, 2026
18 checks passed

genedan deleted the pandas_annotations branch July 15, 2026 13:41

genedan added 2 commits June 27, 2026 20:29

DOCS: Add typing, annotations.
fba2a78

Merge branch 'main' into pandas_annotations
808fbe0

genedan requested review from henrydingliu, jbogaardt and kennethshsu as code owners June 28, 2026 01:35

FIX: Fix test collection errors.
817ad3e

henrydingliu reviewed Jun 28, 2026
View reviewed changes

henrydingliu reviewed Jun 30, 2026
View reviewed changes

FIX: Address PR review notes.
b77bc07

henrydingliu approved these changes Jul 1, 2026
View reviewed changes

genedan merged commit f72577c into mainJul 1, 2026
18 checks passed

genedan deleted the pandas_annotations branch July 15, 2026 13:41

genedan added 2 commits June 27, 2026 20:29

DOCS: Add typing, annotations.
fba2a78

Merge branch 'main' into pandas_annotations
808fbe0

genedan requested review from henrydingliu, jbogaardt and kennethshsu as code owners June 28, 2026 01:35

FIX: Fix test collection errors.
817ad3e

henrydingliu reviewed Jun 28, 2026
View reviewed changes

henrydingliu reviewed Jun 30, 2026
View reviewed changes

FIX: Address PR review notes.
b77bc07

henrydingliu approved these changes Jul 1, 2026
View reviewed changes

genedan merged commit f72577c into mainJul 1, 2026
18 checks passed

genedan deleted the pandas_annotations branch July 15, 2026 13:41

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