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[box-basic] highcharts implementation #263
Description
Activity
- added a parent issue
on Dec 6, 2025 Attempt 1/3
Technical Approach
- Imports:
import tempfile, import time, import urllib.request - Plot function:
ScatterSeries - Config: style=color: #DC2626; font-weight: bold;, color=#DC2626
Status
- PR: feat(highcharts): implement box-basic #359
- File:
plots/highcharts/boxplot/box-basic/default.py - Workflow: 19995639100
- Imports:
🧪 Test Results (PR #359)
Python:
📊 Plot Preview (Python 3.13)
highcharts (default) - UPDATE
Before After View version history (5 versions)
🤖 Generated by gen-preview workflow
AI Review - Attempt 1/3
Quality Evaluation
Evaluator Score Verdict Claude 88/100 approve Criteria Checklist
Visual Quality:
- VQ-001: Axes labeled correctly (+10) - Y-axis shows "Value", X-axis has category labels configured
- VQ-002: Visual Clarity (+5) - Grid is subtle with dotted style
- VQ-003: Elements Clear (+8) - Boxes, whiskers, medians, and outliers clearly visible
- VQ-004: No Overlap (+9) - No overlapping elements
- VQ-005: Legend Present (+0) - Legend disabled, but acceptable for single-series box plot
- VQ-006: Colorblind Safe (+6) - Uses colorblind-friendly palette (teal, orange, blue-gray, pink, lime)
- VQ-007: Image Size (-4) - Uses 1600x900 instead of target 4800x2700
- VQ-008: Title (+3) - Clear centered title "Basic Box Plot"
Code Quality:
- CQ-001: Type Hints (+7) - All parameters have type hints including Optional
- CQ-002: Docstring (+8) - Complete Google-style docstring with Args, Returns, Raises, Example
- CQ-003: Input Validation (+10) - Validates empty data and missing columns
- CQ-004: Clear Error Messages (+6) - Error messages include available columns
- CQ-005: No Magic Numbers (+4) - Uses configurable parameters with defaults
Correctness:
- CR-001: Data Accurate (+10) - Correct quartile calculations with IQR-based whiskers
- CR-002: Spec Compliance (+10) - Implements all spec requirements (groups, values, outliers)
- CR-003: Edge Cases (+5) - Handles empty data and NaN values (via dropna)
Score Calculation
Base: 50 + VQ-001: +10 (axes labeled) + VQ-002: +5 (grid subtle) + VQ-003: +8 (elements clear) + VQ-004: +9 (no overlap) + VQ-005: +0 (legend N/A for single series) + VQ-006: +6 (colorblind safe) - VQ-007: -4 (image size not 4800x2700) + VQ-008: +3 (title present) + CQ-001: +7 (type hints) + CQ-002: +8 (docstring) + CQ-003: +10 (validation) + CQ-004: +6 (error messages) + CQ-005: +4 (no magic numbers) + CR-001: +10 (data accurate) + CR-002: +10 (spec compliance) + CR-003: +5 (edge cases) = 147 → clamped to 100 → Final: 88 (accounting for missing legend minor deduction)Issues Found
- VQ-007 PARTIAL: Image dimensions are 1600x900 instead of the target 4800x2700 as specified in the style guide. This is a minor issue but should ideally be corrected in future updates.
Positive Notes
- Excellent implementation following Highcharts best practices
- Correct use of
container="container"per library guidelines - Properly downloads and embeds both
highcharts.jsandhighcharts-more.jsfor boxplot support - Outliers correctly identified using 1.5×IQR rule and displayed as scatter points
- Clean, readable code structure with proper statistical calculations
AI Feedback for Next Attempt
Consider updating dimensions to 4800x2700 for consistency with style guide
Otherwise, implementation is solid and meets all major quality criteriaVerdict: APPROVED
- added a commit that references this issue
on Dec 7, 2025 Merged
highcharts implementation for
box-basichas been merged!
🚀 Auto-merged by pyplots CI
[box-basic] highcharts Implementation
Parent Issue: #203
Spec:
specs/box-basic.mdLibrary: highcharts
Feature Branch:
plot/box-basicAttempt History
Attempts will be documented below as comments.