From e945e4aebdac7129027a262c58477321458a1463 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 27 Apr 2026 03:29:59 +0000 Subject: [PATCH 1/4] chore(letsplot): add metadata for marimekko-basic --- .../metadata/python/letsplot.yaml | 218 ++---------------- 1 file changed, 17 insertions(+), 201 deletions(-) diff --git a/plots/marimekko-basic/metadata/python/letsplot.yaml b/plots/marimekko-basic/metadata/python/letsplot.yaml index cb8331438d..b8e4c36dbb 100644 --- a/plots/marimekko-basic/metadata/python/letsplot.yaml +++ b/plots/marimekko-basic/metadata/python/letsplot.yaml @@ -1,205 +1,21 @@ +# Per-library metadata for letsplot implementation of marimekko-basic +# Auto-generated by impl-generate.yml + library: letsplot +language: python specification_id: marimekko-basic created: '2025-12-23T15:15:14Z' -updated: '2025-12-23T15:23:36Z' -generated_by: claude-opus-4-5-20251101 -workflow_run: 20464359310 -issue: 0 -python_version: 3.13.11 -library_version: 4.8.2 -preview_url: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/letsplot/plot.png -preview_html: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/letsplot/plot.html -quality_score: 92 -impl_tags: - dependencies: [] - techniques: - - annotations - - html-export - patterns: - - data-generation - - long-to-wide - dataprep: [] - styling: [] +updated: '2026-04-27T03:29:59Z' +generated_by: claude-sonnet +workflow_run: 24975043669 +issue: 1002 +python_version: 3.14.4 +library_version: 4.9.0 +preview_url_light: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-light.png +preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-dark.png +preview_html_light: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-light.html +preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-dark.html +quality_score: null review: - strengths: - - Excellent Marimekko chart implementation with proper variable-width bars representing - regional market sizes - - Clear value labels on all segments with proper currency formatting ($xxxM) - - Good colorblind-safe color palette using distinct blue, yellow, green, and red - - Correct use of geom_rect for building the mosaic structure manually - - Proper title format following spec-id · library · pyplots.ai convention - weaknesses: - - X-axis region labels are slightly angled (15 degrees) which may not be necessary - given sufficient space - - Grid lines are removed entirely - subtle grid lines could help readers trace percentage - values - image_description: The plot displays a Marimekko chart showing market share data - across four regions (North America, Europe, Asia Pacific, Latin America) with - four product lines (Electronics in blue, Apparel in yellow, Home Goods in green, - Food & Beverage in red). Each region is represented as a variable-width column - where the width is proportional to total market size - Asia Pacific is the widest - (~36%), followed by Europe and North America (~27% each), with Latin America being - the narrowest (~11%). Within each column, stacked segments show the proportion - of each product line, with dollar values labeled in white bold text (e.g., "$120.0M", - "$180.0M"). The y-axis shows "Share within Region (%)" from 0-100, and the x-axis - shows "Market Size Distribution" with region names slightly angled. A legend on - the right identifies the four product lines. The title follows the required format. - criteria_checklist: - visual_quality: - score: 36 - max: 40 - items: - - id: VQ-01 - name: Text Legibility - score: 10 - max: 10 - passed: true - comment: Title at 24pt, axis titles at 20pt, tick labels at 16pt, all perfectly - readable - - id: VQ-02 - name: No Overlap - score: 8 - max: 8 - passed: true - comment: No overlapping text, all labels and values clearly visible - - id: VQ-03 - name: Element Visibility - score: 8 - max: 8 - passed: true - comment: Segments perfectly sized and visible, value labels clear on all segments - - id: VQ-04 - name: Color Accessibility - score: 5 - max: 5 - passed: true - comment: Blue, yellow, green, red palette is colorblind-distinguishable - - id: VQ-05 - name: Layout Balance - score: 5 - max: 5 - passed: true - comment: Plot fills canvas well, legend positioned appropriately on right - - id: VQ-06 - name: Axis Labels - score: 1 - max: 2 - passed: false - comment: Y-axis has units (%), X-axis lacks units but descriptive (-1) - - id: VQ-07 - name: Grid & Legend - score: 0 - max: 2 - passed: false - comment: Grid completely removed; subtle grid would help trace percentages - (-2) - spec_compliance: - score: 25 - max: 25 - items: - - id: SC-01 - name: Plot Type - score: 8 - max: 8 - passed: true - comment: Correct Marimekko/mekko chart with variable-width bars - - id: SC-02 - name: Data Mapping - score: 5 - max: 5 - passed: true - comment: Regions as x-categories (bar widths), products as y-categories (stacking) - - id: SC-03 - name: Required Features - score: 5 - max: 5 - passed: true - comment: Variable widths, stacking, value labels, legend all present - - id: SC-04 - name: Data Range - score: 3 - max: 3 - passed: true - comment: All data visible, 0-100% range appropriate - - id: SC-05 - name: Legend Accuracy - score: 2 - max: 2 - passed: true - comment: Legend correctly identifies all four product lines - - id: SC-06 - name: Title Format - score: 2 - max: 2 - passed: true - comment: '"marimekko-basic · letsplot · pyplots.ai" matches required format' - data_quality: - score: 20 - max: 20 - items: - - id: DQ-01 - name: Feature Coverage - score: 8 - max: 8 - passed: true - comment: Shows varying bar widths (market sizes) and different product mixes - per region - - id: DQ-02 - name: Realistic Context - score: 7 - max: 7 - passed: true - comment: Market share by region and product line is a real business scenario - - id: DQ-03 - name: Appropriate Scale - score: 5 - max: 5 - passed: true - comment: Values in millions ($25M-$180M) are realistic market sizes - code_quality: - score: 8 - max: 10 - items: - - id: CQ-01 - name: KISS Structure - score: 3 - max: 3 - passed: true - comment: 'Linear flow: imports → data → calculations → plot → save' - - id: CQ-02 - name: Reproducibility - score: 1 - max: 3 - passed: false - comment: No random seed, but data is deterministic (hardcoded values) - acceptable - but not documented (-2) - - id: CQ-03 - name: Clean Imports - score: 2 - max: 2 - passed: true - comment: All imports are used - - id: CQ-04 - name: No Deprecated API - score: 1 - max: 1 - passed: true - comment: Current lets-plot API - - id: CQ-05 - name: Output Correct - score: 1 - max: 1 - passed: true - comment: Saves as plot.png (and plot.html) - library_features: - score: 3 - max: 5 - items: - - id: LF-01 - name: Uses distinctive library features - score: 3 - max: 5 - passed: false - comment: Uses geom_rect and geom_text effectively, but this is standard ggplot2-style - usage rather than lets-plot specific features - verdict: APPROVED + strengths: [] + weaknesses: [] From 65a494d06d607d0071a897753b5b1d4a9a584669 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 27 Apr 2026 03:36:48 +0000 Subject: [PATCH 2/4] chore(letsplot): update quality score 76 and review feedback for marimekko-basic --- plots/marimekko-basic/implementations/python/letsplot.py | 6 +++--- plots/marimekko-basic/metadata/python/letsplot.yaml | 7 ++----- 2 files changed, 5 insertions(+), 8 deletions(-) diff --git a/plots/marimekko-basic/implementations/python/letsplot.py b/plots/marimekko-basic/implementations/python/letsplot.py index 5d99aba3bd..3a7897052b 100644 --- a/plots/marimekko-basic/implementations/python/letsplot.py +++ b/plots/marimekko-basic/implementations/python/letsplot.py @@ -1,7 +1,7 @@ -""" pyplots.ai +""" anyplot.ai marimekko-basic: Basic Marimekko Chart -Library: letsplot 4.8.2 | Python 3.13.11 -Quality: 92/100 | Created: 2025-12-23 +Library: letsplot 4.9.0 | Python 3.14.4 +Quality: 76/100 | Updated: 2026-04-27 """ import os diff --git a/plots/marimekko-basic/metadata/python/letsplot.yaml b/plots/marimekko-basic/metadata/python/letsplot.yaml index b8e4c36dbb..bbba4a5c33 100644 --- a/plots/marimekko-basic/metadata/python/letsplot.yaml +++ b/plots/marimekko-basic/metadata/python/letsplot.yaml @@ -1,11 +1,8 @@ -# Per-library metadata for letsplot implementation of marimekko-basic -# Auto-generated by impl-generate.yml - library: letsplot language: python specification_id: marimekko-basic created: '2025-12-23T15:15:14Z' -updated: '2026-04-27T03:29:59Z' +updated: '2026-04-27T03:36:47Z' generated_by: claude-sonnet workflow_run: 24975043669 issue: 1002 @@ -15,7 +12,7 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/marimekko preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-dark.html -quality_score: null +quality_score: 76 review: strengths: [] weaknesses: [] From a2544dc551b25c74b50d0507df4e8bd6522257b5 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Wed, 29 Apr 2026 10:26:50 +0000 Subject: [PATCH 3/4] chore(letsplot): update quality score 73 and review feedback for marimekko-basic --- .../implementations/python/letsplot.py | 2 +- .../metadata/python/letsplot.yaml | 236 +++++++++++++++++- 2 files changed, 233 insertions(+), 5 deletions(-) diff --git a/plots/marimekko-basic/implementations/python/letsplot.py b/plots/marimekko-basic/implementations/python/letsplot.py index 3a7897052b..acfa5adfe6 100644 --- a/plots/marimekko-basic/implementations/python/letsplot.py +++ b/plots/marimekko-basic/implementations/python/letsplot.py @@ -1,7 +1,7 @@ """ anyplot.ai marimekko-basic: Basic Marimekko Chart Library: letsplot 4.9.0 | Python 3.14.4 -Quality: 76/100 | Updated: 2026-04-27 +Quality: 73/100 | Updated: 2026-04-29 """ import os diff --git a/plots/marimekko-basic/metadata/python/letsplot.yaml b/plots/marimekko-basic/metadata/python/letsplot.yaml index bbba4a5c33..1c6cfddc52 100644 --- a/plots/marimekko-basic/metadata/python/letsplot.yaml +++ b/plots/marimekko-basic/metadata/python/letsplot.yaml @@ -2,7 +2,7 @@ library: letsplot language: python specification_id: marimekko-basic created: '2025-12-23T15:15:14Z' -updated: '2026-04-27T03:36:47Z' +updated: '2026-04-29T10:26:49Z' generated_by: claude-sonnet workflow_run: 24975043669 issue: 1002 @@ -12,7 +12,235 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/marimekko preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-dark.html -quality_score: 76 +quality_score: 73 review: - strengths: [] - weaknesses: [] + strengths: + - Correct Marimekko structure using geom_rect with xmin/xmax/ymin/ymax for variable-width + bars + - Realistic neutral market share data with plausible regional variation + - 'All required spec features present: proportional widths, heights, colour coding, + value labels' + - Grid fully removed with element_blank; white segment borders provide clean visual + separation + weaknesses: + - 'Custom Python logo colours (#306998, #FFD43B, #2E8B57, #DC2626) instead of Okabe-Ito + — replace with [#009E73, #D55E00, #0072B2, #CC79A7]' + - No os.getenv(ANYPLOT_THEME) reading — missing PAGE_BG, INK, INK_SOFT tokens and + theme-adaptive chrome on plot/panel background and all text elements + - Output saved as plot.png/plot.html instead of plot-{THEME}.png/plot-{THEME}.html + - Title hardcoded as pyplots.ai — must be anyplot.ai + - Value label overflows narrow Latin America Food & Beverage segment — suppress + labels for segments with height < 8% + image_description: |- + Light render (plot-light.png): + Background: Warm off-white, approximately #FAF8F1 — correct theme surface + Chrome: Title "marimekko-basic · letsplot · anyplot.ai" in dark text, readable. Axis labels "Market Size Distribution" and "Share within Region (%)" in dark text, readable. Tick labels dark and clearly legible at 15° angle on x-axis. + Data: Four variable-width bars (North America, Europe, Asia Pacific, Latin America). Segments: Electronics (teal-green, bottom), Apparel (orange), Home Goods (blue), Food & Beverage (pink-purple, top). White bold dollar labels inside each segment. Minor: $30.0M label on narrow Latin America/Food&Beverage segment extends slightly beyond segment boundary. + Legibility verdict: PASS + + Dark render (plot-dark.png): + Background: Near-black, approximately #1A1A17 — correct dark theme surface, not pure black + Chrome: Title in white/light text, readable. Axis labels in white/light text, readable. Tick labels in light colour, clearly legible. No dark-on-dark failure detected. + Data: Colors are identical to light render (Electronics teal-green, Apparel orange, Home Goods blue, Food & Beverage pink-purple). Same $30.0M overflow issue on narrow Latin America segment. + Legibility verdict: PASS + criteria_checklist: + visual_quality: + score: 22 + max: 30 + items: + - id: VQ-01 + name: Text Legibility + score: 7 + max: 8 + passed: true + comment: Font sizes explicitly set (title 24pt, axis 20pt, ticks 16pt); all + text readable; minor label crowding on narrow Latin America segments + - id: VQ-02 + name: No Overlap + score: 4 + max: 6 + passed: false + comment: $30.0M Food & Beverage label overflows narrow Latin America segment + boundary in both renders + - id: VQ-03 + name: Element Visibility + score: 5 + max: 6 + passed: true + comment: Segments clearly defined with white borders; all data visible + - id: VQ-04 + name: Color Accessibility + score: 1 + max: 2 + passed: false + comment: Custom palette not CVD-optimised; Python Blue and green may conflict + for some users + - id: VQ-05 + name: Layout & Canvas + score: 3 + max: 4 + passed: true + comment: Good canvas utilisation; x-axis labels at 15 degrees are readable + - id: VQ-06 + name: Axis Labels & Title + score: 2 + max: 2 + passed: true + comment: Market Size Distribution and Share within Region (%) are descriptive + - id: VQ-07 + name: Palette Compliance + score: 0 + max: 2 + passed: false + comment: 'Custom #306998 (Python Blue) explicitly prohibited; uses Python + logo colours instead of Okabe-Ito; no ANYPLOT_THEME reading or theme-adaptive + chrome in code' + design_excellence: + score: 10 + max: 20 + items: + - id: DE-01 + name: Aesthetic Sophistication + score: 4 + max: 8 + passed: false + comment: Clean marimekko layout; wrong palette undermines design; configured + default appearance + - id: DE-02 + name: Visual Refinement + score: 3 + max: 6 + passed: false + comment: Grid fully removed, white segment borders; axis frame retained, no + spine removal + - id: DE-03 + name: Data Storytelling + score: 3 + max: 6 + passed: false + comment: Area encoding communicates both dimensions; dollar labels guide eye; + no visual hierarchy or emphasis + spec_compliance: + score: 13 + max: 15 + items: + - id: SC-01 + name: Plot Type + score: 5 + max: 5 + passed: true + comment: Correct Marimekko/mosaic chart using geom_rect + - id: SC-02 + name: Required Features + score: 4 + max: 4 + passed: true + comment: Proportional widths, proportional heights, colour-coded categories, + value labels all present + - id: SC-03 + name: Data Mapping + score: 3 + max: 3 + passed: true + comment: Region widths proportional to totals; segment heights as shares within + region; 0-100% y-axis + - id: SC-04 + name: Title & Legend + score: 1 + max: 3 + passed: false + comment: Code hardcodes pyplots.ai (line 107); image shows anyplot.ai (likely + pipeline patch); legend labels correct + data_quality: + score: 14 + max: 15 + items: + - id: DQ-01 + name: Feature Coverage + score: 5 + max: 6 + passed: true + comment: Shows variable-width bars, proportional stacking, multi-category + comparison across regions of different sizes + - id: DQ-02 + name: Realistic Context + score: 5 + max: 5 + passed: true + comment: Real-world market share analysis across major regions and product + categories; neutral business context + - id: DQ-03 + name: Appropriate Scale + score: 4 + max: 4 + passed: true + comment: Values in millions are plausible; Asia Pacific as largest market + is realistic + code_quality: + score: 8 + max: 10 + items: + - id: CQ-01 + name: KISS Structure + score: 3 + max: 3 + passed: true + comment: 'Clean linear flow: imports, data, compute, plot, save; no functions + or classes' + - id: CQ-02 + name: Reproducibility + score: 2 + max: 2 + passed: true + comment: Fully deterministic data + - id: CQ-03 + name: Clean Imports + score: 2 + max: 2 + passed: true + comment: All listed imports are used + - id: CQ-04 + name: Code Elegance + score: 1 + max: 2 + passed: false + comment: Comment acknowledges wrong palette; shutil.rmtree cleanup is brittle + workaround + - id: CQ-05 + name: Output & API + score: 0 + max: 1 + passed: false + comment: Saves as plot.png/plot.html instead of plot-{THEME}.png/plot-{THEME}.html; + no ANYPLOT_THEME reading + library_mastery: + score: 6 + max: 10 + items: + - id: LM-01 + name: Idiomatic Usage + score: 4 + max: 5 + passed: true + comment: Correct ggplot grammar; geom_rect with aes(xmin/xmax/ymin/ymax), + scale_x_continuous with custom breaks/labels, element_blank for grid removal + - id: LM-02 + name: Distinctive Features + score: 2 + max: 5 + passed: false + comment: label_format in geom_text is lets_plot specific; HTML export via + ggsave; nothing uniquely showcases lets_plot over plotnine + verdict: REJECTED +impl_tags: + dependencies: [] + techniques: + - manual-ticks + - html-export + patterns: + - data-generation + - iteration-over-groups + dataprep: + - normalization + styling: + - edge-highlighting From 7e648eb60cf2714c9f399a62d3bbd15f553764cb Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Wed, 29 Apr 2026 10:45:18 +0000 Subject: [PATCH 4/4] chore(letsplot): update quality score 76 and review feedback for marimekko-basic --- .../implementations/python/letsplot.py | 2 +- .../metadata/python/letsplot.yaml | 181 ++++++++++-------- 2 files changed, 97 insertions(+), 86 deletions(-) diff --git a/plots/marimekko-basic/implementations/python/letsplot.py b/plots/marimekko-basic/implementations/python/letsplot.py index acfa5adfe6..5523b1bd96 100644 --- a/plots/marimekko-basic/implementations/python/letsplot.py +++ b/plots/marimekko-basic/implementations/python/letsplot.py @@ -1,7 +1,7 @@ """ anyplot.ai marimekko-basic: Basic Marimekko Chart Library: letsplot 4.9.0 | Python 3.14.4 -Quality: 73/100 | Updated: 2026-04-29 +Quality: 76/100 | Updated: 2026-04-29 """ import os diff --git a/plots/marimekko-basic/metadata/python/letsplot.yaml b/plots/marimekko-basic/metadata/python/letsplot.yaml index 1c6cfddc52..b774a4b32b 100644 --- a/plots/marimekko-basic/metadata/python/letsplot.yaml +++ b/plots/marimekko-basic/metadata/python/letsplot.yaml @@ -2,7 +2,7 @@ library: letsplot language: python specification_id: marimekko-basic created: '2025-12-23T15:15:14Z' -updated: '2026-04-29T10:26:49Z' +updated: '2026-04-29T10:45:18Z' generated_by: claude-sonnet workflow_run: 24975043669 issue: 1002 @@ -12,40 +12,49 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/marimekko preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/marimekko-basic/python/letsplot/plot-dark.html -quality_score: 73 +quality_score: 76 review: strengths: - - Correct Marimekko structure using geom_rect with xmin/xmax/ymin/ymax for variable-width - bars - - Realistic neutral market share data with plausible regional variation - - 'All required spec features present: proportional widths, heights, colour coding, - value labels' - - Grid fully removed with element_blank; white segment borders provide clean visual - separation + - Correct Marimekko chart type using geom_rect with variable-width bars + - Good data scenario — global market share across regions and product lines with + realistic values + - 'All required spec features present: variable widths, stacked segments, color + legend, value labels' + - Explicit font sizes set at correct scale (title 24pt, axis labels 20pt, ticks + 16pt) + - Grid lines cleanly removed for minimal appearance + - Data mapping correct — x-axis shows market size distribution, y-axis shows share + within region weaknesses: - - 'Custom Python logo colours (#306998, #FFD43B, #2E8B57, #DC2626) instead of Okabe-Ito - — replace with [#009E73, #D55E00, #0072B2, #CC79A7]' - - No os.getenv(ANYPLOT_THEME) reading — missing PAGE_BG, INK, INK_SOFT tokens and - theme-adaptive chrome on plot/panel background and all text elements - - Output saved as plot.png/plot.html instead of plot-{THEME}.png/plot-{THEME}.html - - Title hardcoded as pyplots.ai — must be anyplot.ai - - Value label overflows narrow Latin America Food & Beverage segment — suppress - labels for segments with height < 8% + - 'Non-Okabe-Ito colors in code: ["#306998", "#FFD43B", "#2E8B57", "#DC2626"] (Python + Blue/Yellow/SeaGreen/Red) — must use Okabe-Ito ["#009E73", "#D55E00", "#0072B2", + "#CC79A7"]' + - 'Wrong domain in title: code has ''pyplots.ai'' but must be ''anyplot.ai''' + - 'No theme-adaptive chrome: code does not read ANYPLOT_THEME env var, no PAGE_BG/INK/INK_SOFT + tokens — both renders would be identical if run fresh' + - 'Wrong output filename: saves to ''plot.png'' instead of ''plot-{THEME}.png'' + — workflow expects theme-suffixed filenames' + - 'No ANYPLOT_THEME logic: pipeline runs script twice (ANYPLOT_THEME=light, ANYPLOT_THEME=dark) + but code ignores this env var entirely' + - 'Design storytelling absent: no focal emphasis, no visual hierarchy to highlight + which region or segment is dominant' image_description: |- Light render (plot-light.png): - Background: Warm off-white, approximately #FAF8F1 — correct theme surface - Chrome: Title "marimekko-basic · letsplot · anyplot.ai" in dark text, readable. Axis labels "Market Size Distribution" and "Share within Region (%)" in dark text, readable. Tick labels dark and clearly legible at 15° angle on x-axis. - Data: Four variable-width bars (North America, Europe, Asia Pacific, Latin America). Segments: Electronics (teal-green, bottom), Apparel (orange), Home Goods (blue), Food & Beverage (pink-purple, top). White bold dollar labels inside each segment. Minor: $30.0M label on narrow Latin America/Food&Beverage segment extends slightly beyond segment boundary. - Legibility verdict: PASS + Background: Warm off-white consistent with #FAF8F1 — correct light surface. + Chrome: Title "marimekko-basic · letsplot · anyplot.ai" is readable in dark text. Axis labels ("Market Size Distribution", "Share within Region (%)") are clearly readable. Tick labels for regions (North America, Europe, Asia Pacific, Latin America) and y-axis percentages are legible. No "light on light" failures. + Data: Marimekko chart with 4 variable-width bars. Colors appear as green (#009E73-like), orange, blue, and pink/lavender — matching Okabe-Ito positions 1-4. White value labels ($120.0M, $85.0M, etc.) are readable inside segments. Latin America bar is notably narrow (smallest market). Legend at right shows all 4 product lines clearly. + Note: The colors visible in this image DO NOT match the code's custom palette ["#306998", "#FFD43B", "#2E8B57", "#DC2626"]. The title also differs from code ("anyplot.ai" in image vs "pyplots.ai" in code). Images appear to be from a previous attempt rather than the current code. + Legibility verdict: PASS (visually both text and data are readable) Dark render (plot-dark.png): - Background: Near-black, approximately #1A1A17 — correct dark theme surface, not pure black - Chrome: Title in white/light text, readable. Axis labels in white/light text, readable. Tick labels in light colour, clearly legible. No dark-on-dark failure detected. - Data: Colors are identical to light render (Electronics teal-green, Apparel orange, Home Goods blue, Food & Beverage pink-purple). Same $30.0M overflow issue on narrow Latin America segment. - Legibility verdict: PASS + Background: Near-black consistent with #1A1A17 — correct dark surface. + Chrome: Title and axis labels appear in light/white text, clearly readable against dark background. Y-axis and x-axis tick labels are light-colored. No dark-on-dark failures observed. Legend text is readable on the dark legend background. + Data: Same Marimekko chart as light render. Data colors appear identical to the light render (green, orange, blue, pink/lavender) — only chrome has flipped, not data colors. White value labels remain readable. The "$30.0M" label in the top-right Latin America Food & Beverage segment is visible but positioned very near the chart edge. + Note: Same discrepancy as light render — the dark theme adaptation visible in this image is not present in the current code (which ignores ANYPLOT_THEME). Images are from a previous attempt. + Legibility verdict: PASS (text is light-colored on dark background, no dark-on-dark failures) criteria_checklist: visual_quality: - score: 22 + score: 25 max: 30 items: - id: VQ-01 @@ -53,48 +62,51 @@ review: score: 7 max: 8 passed: true - comment: Font sizes explicitly set (title 24pt, axis 20pt, ticks 16pt); all - text readable; minor label crowding on narrow Latin America segments + comment: Explicit sizes set (title 24pt, axis 20pt, ticks 16pt). Readable + in both renders. Not 8 because theme-adaptive text colors missing in code. - id: VQ-02 name: No Overlap - score: 4 + score: 5 max: 6 - passed: false - comment: $30.0M Food & Beverage label overflows narrow Latin America segment - boundary in both renders + passed: true + comment: Minor text edge clipping in narrow Latin America Food & Beverage + segment ($30.0M label near edge). - id: VQ-03 name: Element Visibility - score: 5 + score: 6 max: 6 passed: true - comment: Segments clearly defined with white borders; all data visible + comment: All rectangle segments and value labels clearly visible. - id: VQ-04 name: Color Accessibility - score: 1 + score: 2 max: 2 - passed: false - comment: Custom palette not CVD-optimised; Python Blue and green may conflict - for some users + passed: true + comment: Okabe-Ito colors visible in images are CVD-safe. White text on colored + segments has good contrast. - id: VQ-05 name: Layout & Canvas score: 3 max: 4 passed: true - comment: Good canvas utilisation; x-axis labels at 15 degrees are readable + comment: Good canvas utilization. Plot fills most of canvas with legend on + right. Some margin could be tighter. - id: VQ-06 name: Axis Labels & Title score: 2 max: 2 passed: true - comment: Market Size Distribution and Share within Region (%) are descriptive + comment: 'Descriptive axis labels: ''Market Size Distribution'' and ''Share + within Region (%)''' - id: VQ-07 name: Palette Compliance score: 0 max: 2 passed: false - comment: 'Custom #306998 (Python Blue) explicitly prohibited; uses Python - logo colours instead of Okabe-Ito; no ANYPLOT_THEME reading or theme-adaptive - chrome in code' + comment: 'Code uses non-Okabe-Ito colors: [''#306998'', ''#FFD43B'', ''#2E8B57'', + ''#DC2626'']. No theme-adaptive chrome (no ANYPLOT_THEME env var read, no + PAGE_BG/INK/INK_SOFT). Saves to ''plot.png'' not ''plot-{THEME}.png''. Images + appear from a previous version — code as submitted is non-compliant.' design_excellence: score: 10 max: 20 @@ -103,23 +115,22 @@ review: name: Aesthetic Sophistication score: 4 max: 8 - passed: false - comment: Clean marimekko layout; wrong palette undermines design; configured - default appearance + passed: true + comment: Well-configured library default. Clean appearance but not exceptional. - id: DE-02 name: Visual Refinement - score: 3 + score: 4 max: 6 - passed: false - comment: Grid fully removed, white segment borders; axis frame retained, no - spine removal + passed: true + comment: Grid lines removed, white segment borders add definition. Spines + still present (theme_minimal keeps them). - id: DE-03 name: Data Storytelling - score: 3 + score: 2 max: 6 passed: false - comment: Area encoding communicates both dimensions; dollar labels guide eye; - no visual hierarchy or emphasis + comment: Data is displayed but no visual hierarchy or emphasis. No focal point + highlighting dominant segments. spec_compliance: score: 13 max: 15 @@ -129,53 +140,56 @@ review: score: 5 max: 5 passed: true - comment: Correct Marimekko/mosaic chart using geom_rect + comment: Correct Marimekko chart with variable-width bars and stacked proportional + segments. - id: SC-02 name: Required Features score: 4 max: 4 passed: true - comment: Proportional widths, proportional heights, colour-coded categories, - value labels all present + comment: Variable widths, stacked segments, color coding, value labels, legend + all present. - id: SC-03 name: Data Mapping score: 3 max: 3 passed: true - comment: Region widths proportional to totals; segment heights as shares within - region; 0-100% y-axis + comment: 'X-axis: regional market size (widths). Y-axis: share within region + (0-100%). Color: product lines.' - id: SC-04 name: Title & Legend score: 1 max: 3 passed: false - comment: Code hardcodes pyplots.ai (line 107); image shows anyplot.ai (likely - pipeline patch); legend labels correct + comment: Code has 'marimekko-basic · letsplot · pyplots.ai' — wrong domain + ('pyplots.ai' not 'anyplot.ai'). Images show correct title from a previous + attempt. data_quality: - score: 14 + score: 15 max: 15 items: - id: DQ-01 name: Feature Coverage - score: 5 + score: 6 max: 6 passed: true - comment: Shows variable-width bars, proportional stacking, multi-category - comparison across regions of different sizes + comment: 4 regions × 4 products. Variable bar widths visible. Different proportions + across regions show chart type features. - id: DQ-02 name: Realistic Context score: 5 max: 5 passed: true - comment: Real-world market share analysis across major regions and product - categories; neutral business context + comment: 'Global market share: North America, Europe, Asia Pacific, Latin + America × Electronics, Apparel, Home Goods, Food & Beverage. Real business + scenario.' - id: DQ-03 name: Appropriate Scale score: 4 max: 4 passed: true - comment: Values in millions are plausible; Asia Pacific as largest market - is realistic + comment: Values $25M-$180M per segment. Regional totals $130M-$425M. Plausible + market sizes. code_quality: score: 8 max: 10 @@ -185,34 +199,33 @@ review: score: 3 max: 3 passed: true - comment: 'Clean linear flow: imports, data, compute, plot, save; no functions - or classes' + comment: Clean Imports → Data → Plot → Save structure. No functions or classes. - id: CQ-02 name: Reproducibility score: 2 max: 2 passed: true - comment: Fully deterministic data + comment: Deterministic hardcoded data. No random seed needed. - id: CQ-03 name: Clean Imports score: 2 max: 2 passed: true - comment: All listed imports are used + comment: All imported symbols are used. os and shutil are used for file handling. - id: CQ-04 name: Code Elegance score: 1 max: 2 - passed: false - comment: Comment acknowledges wrong palette; shutil.rmtree cleanup is brittle - workaround + passed: true + comment: Logic is clear. The shutil.move dance for lets-plot-images is clunky + but functional. No fake UI. - id: CQ-05 name: Output & API score: 0 max: 1 passed: false - comment: Saves as plot.png/plot.html instead of plot-{THEME}.png/plot-{THEME}.html; - no ANYPLOT_THEME reading + comment: Saves to 'plot.png'/'plot.html' instead of 'plot-{THEME}.png'/'plot-{THEME}.html'. + No ANYPLOT_THEME env var logic. library_mastery: score: 6 max: 10 @@ -222,25 +235,23 @@ review: score: 4 max: 5 passed: true - comment: Correct ggplot grammar; geom_rect with aes(xmin/xmax/ymin/ymax), - scale_x_continuous with custom breaks/labels, element_blank for grid removal + comment: Grammar of graphics approach with geom_rect, scale_fill_manual, theme() + is idiomatic lets-plot. - id: LM-02 name: Distinctive Features score: 2 max: 5 passed: false - comment: label_format in geom_text is lets_plot specific; HTML export via - ggsave; nothing uniquely showcases lets_plot over plotnine + comment: Uses lets-plot's composable layer system but the same approach works + identically in plotnine. No lets-plot-specific features leveraged. verdict: REJECTED impl_tags: dependencies: [] techniques: + - annotations - manual-ticks - - html-export patterns: - - data-generation - iteration-over-groups dataprep: - normalization - styling: - - edge-highlighting + styling: []