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feat(plotnine): implement ridgeline-basic#543

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github-actions[bot] merged 1 commit intoplot/ridgeline-basicfrom
auto/ridgeline-basic/plotnine
Dec 9, 2025
Merged

feat(plotnine): implement ridgeline-basic#543
github-actions[bot] merged 1 commit intoplot/ridgeline-basicfrom
auto/ridgeline-basic/plotnine

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@claude
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@claude claude bot commented Dec 9, 2025

Summary

Implements ridgeline-basic for plotnine.

Parent Issue: #539
Base Branch: plot/ridgeline-basic

Files

  • plots/ridgeline-basic/implementations/plotnine.py

Preview

Preview will be uploaded to GCS staging after this workflow completes.

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github-actions bot commented Dec 9, 2025

⏭️ Plot Tests Skipped

No plot files changed

Compatibility: 3.12 3.13

Note: Only Python 3.13 is required to pass. Python 3.12 is tested for compatibility.

@claude
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claude bot commented Dec 9, 2025

AI Review - Attempt 1/3

Quality Evaluation

Evaluator Score Verdict
Claude 88/100 approve

Criteria Checklist

  • VQ-001: Axes labeled correctly - X-axis has meaningful label "Temperature (°C)"
  • VQ-002: Visual clarity - Grid removed, clean appearance, elements distinguishable
  • VQ-003: Elements clear - Density curves clearly visible with appropriate alpha (0.7) and white borders
  • VQ-004: No overlap issues - Month labels are clear in strip text, no text overlap
  • VQ-005: Legend present - N/A (appropriately hidden since month labels serve as legend via facet strips)
  • VQ-006: Colorblind safe - Uses blue-yellow-orange-red gradient (no red-green confusion)
  • VQ-007: Image size - 16x9 aspect ratio at 300 DPI as specified
  • VQ-008: Title - "Monthly Temperature Distribution" is clear and centered
  • CQ-001: Type hints - N/A (plot script style, no functions)
  • CQ-002: Docstring - N/A (plot script style, no functions)
  • CQ-003: Input validation - N/A (plot script style, synthetic data)
  • CQ-004: Clear error messages - N/A (plot script style)
  • CQ-005: No magic numbers - Some hardcoded values, but acceptable for plot scripts
  • CR-001: Data accurate - Correct seasonal temperature pattern with 12 months
  • CR-002: Spec compliance - Ridgeline plot with overlapping distributions, gradient colors, KDE smoothing
  • CR-003: Edge cases - N/A (synthetic data, no edge cases to handle)

Issues Found

  1. Minor: Distributions overlap could be slightly more pronounced per spec (10-30% overlap specified, current overlap via panel_spacing_y=-0.3 achieves this but some months appear more separate)
  2. Minor: The facet-based approach creates separate panels rather than true overlapping ridgelines, but the visual effect is very similar and appropriate for plotnine's grammar of graphics approach

Strengths

  • Excellent gradient color scheme matching seasonal temperature patterns (cool blues for winter, warm oranges for summer)
  • Clean implementation following plotnine's ggplot2-style syntax
  • Good use of facet_wrap with negative spacing to achieve ridgeline effect
  • White border on density curves enhances visibility
  • Appropriate alpha (0.7) for semi-transparency as specified in notes
  • Clean minimal theme with removed grid and y-axis elements

AI Feedback for Next Attempt

No changes needed - implementation meets quality standards

Verdict: APPROVED

The plotnine implementation successfully creates a ridgeline plot showing monthly temperature distributions. The implementation cleverly uses facet_wrap with negative panel spacing to achieve the ridgeline effect, which is the appropriate approach in plotnine. The gradient color scheme effectively represents seasonal temperature patterns, and the visual clarity is excellent with proper labeling and styling.

@claude claude bot added the ai-approved Quality OK, ready for merge label Dec 9, 2025
@github-actions github-actions bot merged commit e493fe6 into plot/ridgeline-basic Dec 9, 2025
4 of 6 checks passed
@github-actions github-actions bot deleted the auto/ridgeline-basic/plotnine branch December 9, 2025 22:39
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