Skip to content

Conversation

@hmgaudecker
Copy link
Member

Refactor model configuration to use frozen dataclasses instead of dicts

Introduce strongly-typed dataclasses for model configuration:

  • Dimensions, Labels, Anchoring, EstimationOptions, TransitionInfo
  • FactorEndogenousInfo, EndogenousFactorsInfo

This improves type safety and enables IDE autocompletion while keeping user-facing model_dict as a plain dictionary.

🤖 Generated with Claude Code

Introduce strongly-typed dataclasses for model configuration:
- Dimensions, Labels, Anchoring, EstimationOptions, TransitionInfo
- FactorEndogenousInfo, EndogenousFactorsInfo

This improves type safety and enables IDE autocompletion while keeping
user-facing model_dict as a plain dictionary.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
@hmgaudecker hmgaudecker changed the title Move to strong tzping Strong typing Jan 8, 2026
@codecov
Copy link

codecov bot commented Jan 8, 2026

Codecov Report

❌ Patch coverage is 95.84158% with 42 lines in your changes missing coverage. Please review.
✅ Project coverage is 91.28%. Comparing base (dc87cf5) to head (21da176).

Files with missing lines Patch % Lines
src/skillmodels/correlation_heatmap.py 62.16% 14 Missing ⚠️
src/skillmodels/check_model.py 83.87% 5 Missing ⚠️
src/skillmodels/visualize_transition_equations.py 88.37% 5 Missing ⚠️
src/skillmodels/simulate_data.py 87.09% 4 Missing ⚠️
src/skillmodels/types.py 94.73% 4 Missing ⚠️
src/skillmodels/visualize_factor_distributions.py 76.47% 4 Missing ⚠️
src/skillmodels/maximization_inputs.py 89.47% 2 Missing ⚠️
src/skillmodels/process_data.py 93.75% 2 Missing ⚠️
src/skillmodels/process_model.py 98.27% 1 Missing ⚠️
src/skillmodels/transition_functions.py 96.15% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main      #83      +/-   ##
==========================================
+ Coverage   91.02%   91.28%   +0.25%     
==========================================
  Files          42       44       +2     
  Lines        3587     3705     +118     
==========================================
+ Hits         3265     3382     +117     
- Misses        322      323       +1     

☔ View full report in Codecov by Sentry.
📢 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.

hmgaudecker and others added 3 commits January 8, 2026 19:29
Replace dict fields with frozendict in frozen dataclasses to ensure
true immutability:
- Labels.aug_periods_to_periods
- Labels.aug_stages_to_stages
- Anchoring.outcomes
- TransitionInfo.param_names, individual_functions, function_names
- EndogenousFactorsInfo.aug_periods_to_aug_period_meas_types, factor_info

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Update process_model() to return a ProcessedModel frozen dataclass
and update all consumers to use attribute access instead of dict access.

This provides:
- Better type safety with explicit typed fields
- Immutability via frozen dataclass
- IDE autocomplete support
- Clear documentation of the model structure

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
@hmgaudecker hmgaudecker marked this pull request as draft January 9, 2026 04:52
@review-notebook-app
Copy link

Check out this pull request on  ReviewNB

See visual diffs & provide feedback on Jupyter Notebooks.


Powered by ReviewNB

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants