From ea777b58b86be2cab3a459163b04fb7ea118b47e Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 21 May 2026 03:28:03 +0000 Subject: [PATCH 1/5] feat(highcharts): implement dashboard-metrics-tiles MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Regen from quality 92. Addressed: - Added critical status example (Error Rate at 8.7%, status: critical, red border) - Made sparklines more prominent: lineWidth 7 (up from 4), height 300px - Fixed ANYPLOT_THEME support: light/dark tokens (PAGE_BG, ELEVATED_BG, INK, INK_SOFT) - Fixed output filenames to plot-{THEME}.png / plot-{THEME}.html - Fixed title: "dashboard-metrics-tiles · python · highcharts · anyplot.ai" - Fixed canvas: CDP setDeviceMetricsOverride + PIL safety net for exact 3200x1800 - Updated headless Chrome to --headless=new - Switched sparklines to Okabe-Ito #009E73 (first series color) - Inlined helper functions (KISS structure improvement) Co-Authored-By: Claude Sonnet 4.6 --- .../implementations/python/highcharts.py | 201 +++++++++--------- 1 file changed, 95 insertions(+), 106 deletions(-) diff --git a/plots/dashboard-metrics-tiles/implementations/python/highcharts.py b/plots/dashboard-metrics-tiles/implementations/python/highcharts.py index 5ac6e0da53..48c40b1bca 100644 --- a/plots/dashboard-metrics-tiles/implementations/python/highcharts.py +++ b/plots/dashboard-metrics-tiles/implementations/python/highcharts.py @@ -1,20 +1,32 @@ -""" pyplots.ai +"""anyplot.ai dashboard-metrics-tiles: Real-Time Dashboard Tiles -Library: highcharts unknown | Python 3.13.11 -Quality: 92/100 | Created: 2026-01-19 +Library: highcharts | Python 3.13 +Quality: pending | Created: 2026-05-21 """ +import os import tempfile import time import urllib.request from pathlib import Path import numpy as np +from PIL import Image from selenium import webdriver from selenium.webdriver.chrome.options import Options -# Data - 6 dashboard metrics with history and change +# Theme tokens +THEME = os.getenv("ANYPLOT_THEME", "light") +PAGE_BG = "#FAF8F1" if THEME == "light" else "#1A1A17" +ELEVATED_BG = "#FFFDF6" if THEME == "light" else "#242420" +INK = "#1A1A17" if THEME == "light" else "#F0EFE8" +INK_SOFT = "#4A4A44" if THEME == "light" else "#B8B7B0" + +CANVAS_W = 3200 +CANVAS_H = 1800 + +# Data np.random.seed(42) metrics = [ @@ -52,11 +64,11 @@ }, { "name": "Error Rate", - "value": 2.3, + "value": 8.7, "unit": "%", - "history": (1.5 + np.cumsum(np.random.randn(20) * 0.3)).clip(0.5, 5).tolist(), - "change": 0.8, - "status": "warning", + "history": (2.0 + np.cumsum(np.random.randn(20) * 0.5)).clip(0.5, 10).tolist(), + "change": 4.2, + "status": "critical", }, { "name": "Disk I/O", @@ -68,55 +80,45 @@ }, ] -# Status colors status_colors = {"good": "#059669", "warning": "#D97706", "critical": "#DC2626"} - -# Change colors (green for down is good for CPU/Memory/Error, up is good for Requests) -# Metrics where lower is better lower_is_better = {"CPU Usage", "Memory", "Response Time", "Error Rate"} +# Okabe-Ito position 1 for sparklines +SPARK_COLOR = "#009E73" -def get_change_color(metric_name, change): - if metric_name in lower_is_better: - return "#059669" if change <= 0 else "#DC2626" - else: - return "#059669" if change >= 0 else "#DC2626" - - -def get_arrow(change): - return "▲" if change >= 0 else "▼" +# Layout constants +COLS = 3 +ROWS = 2 +PADDING_H = 60 +PADDING_V = 50 +GAP_X = 50 +GAP_Y = 40 +TITLE_H = 130 +TILE_W = (CANVAS_W - 2 * PADDING_H - (COLS - 1) * GAP_X) // COLS +TILE_H = (CANVAS_H - TITLE_H - 2 * PADDING_V - (ROWS - 1) * GAP_Y) // ROWS # Download Highcharts JS -highcharts_url = "https://code.highcharts.com/highcharts.js" +highcharts_url = "https://cdnjs.cloudflare.com/ajax/libs/highcharts/12.2.0/highcharts.js" with urllib.request.urlopen(highcharts_url, timeout=30) as response: highcharts_js = response.read().decode("utf-8") -# Build HTML dashboard with 6 tiles (3x2 grid) -tile_width = 1500 -tile_height = 1200 -gap = 60 -cols = 3 -rows = 2 - -total_width = cols * tile_width + (cols + 1) * gap -total_height = rows * tile_height + (rows + 1) * gap + 180 # Extra for title - +# Build tiles HTML and JS tiles_html = "" tiles_js = "" for i, m in enumerate(metrics): - row = i // cols - col = i % cols - left = gap + col * (tile_width + gap) - top = 180 + gap + row * (tile_height + gap) # Offset for main title + row = i // COLS + col = i % COLS + left = PADDING_H + col * (TILE_W + GAP_X) + top = TITLE_H + PADDING_V + row * (TILE_H + GAP_Y) status_color = status_colors[m["status"]] - change_color = get_change_color(m["name"], m["change"]) - arrow = get_arrow(m["change"]) + favorable = (m["change"] <= 0) if m["name"] in lower_is_better else (m["change"] >= 0) + change_color = "#059669" if favorable else "#DC2626" + arrow = "▲" if m["change"] >= 0 else "▼" change_text = f"{arrow} {abs(m['change']):.1f}%" - # Format value if m["value"] >= 1000: value_str = f"{m['value']:,.0f}" elif isinstance(m["value"], float): @@ -124,62 +126,53 @@ def get_arrow(change): else: value_str = str(m["value"]) - tile_id = f"tile_{i}" chart_id = f"chart_{i}" + sparkline_data = m["history"] - # Tile HTML tiles_html += f""" -
-
+
{m["name"]}
-
- +
+ {value_str} - + {m["unit"]}
-
+
{change_text}
-
+
""" - # Sparkline chart JS - sparkline_data = m["history"] - spark_color = "#306998" # Python blue - tiles_js += f""" Highcharts.chart('{chart_id}', {{ chart: {{ type: 'area', backgroundColor: 'transparent', - margin: [0, 0, 0, 0], - spacing: [0, 0, 0, 0] + margin: [4, 0, 4, 0], + spacing: [0, 0, 0, 0], + animation: false }}, title: {{ text: null }}, credits: {{ enabled: false }}, - xAxis: {{ - visible: false - }}, - yAxis: {{ - visible: false - }}, + xAxis: {{ visible: false }}, + yAxis: {{ visible: false }}, legend: {{ enabled: false }}, tooltip: {{ enabled: false }}, plotOptions: {{ @@ -187,64 +180,48 @@ def get_arrow(change): fillColor: {{ linearGradient: {{ x1: 0, y1: 0, x2: 0, y2: 1 }}, stops: [ - [0, '{spark_color}40'], - [1, '{spark_color}10'] + [0, '{SPARK_COLOR}55'], + [1, '{SPARK_COLOR}08'] ] }}, - lineWidth: 4, - color: '{spark_color}', + lineWidth: 7, + color: '{SPARK_COLOR}', marker: {{ enabled: false }}, states: {{ hover: {{ enabled: false }} }} }} }}, - series: [{{ - data: {sparkline_data} - }}] + series: [{{ data: {sparkline_data} }}] }}); """ -# Main title -title_html = f""" -
- dashboard-metrics-tiles · highcharts · pyplots.ai -
-""" - -# Full HTML +# Full dashboard HTML html_content = f""" - -
- {title_html} + +
+
+ dashboard-metrics-tiles · python · highcharts · anyplot.ai +
{tiles_html}
- + """ -# Save HTML -with open("plot.html", "w", encoding="utf-8") as f: +# Save HTML artifact +with open(f"plot-{THEME}.html", "w", encoding="utf-8") as f: f.write(html_content) # Screenshot with Selenium @@ -253,16 +230,28 @@ def get_arrow(change): temp_path = f.name chrome_options = Options() -chrome_options.add_argument("--headless") +chrome_options.add_argument("--headless=new") chrome_options.add_argument("--no-sandbox") chrome_options.add_argument("--disable-dev-shm-usage") chrome_options.add_argument("--disable-gpu") -chrome_options.add_argument(f"--window-size={total_width},{total_height}") +chrome_options.add_argument("--hide-scrollbars") +chrome_options.add_argument(f"--window-size={CANVAS_W},{CANVAS_H}") driver = webdriver.Chrome(options=chrome_options) +driver.execute_cdp_cmd( + "Emulation.setDeviceMetricsOverride", + {"width": CANVAS_W, "height": CANVAS_H, "deviceScaleFactor": 1, "mobile": False}, +) driver.get(f"file://{temp_path}") time.sleep(5) -driver.save_screenshot("plot.png") +driver.save_screenshot(f"plot-{THEME}.png") driver.quit() Path(temp_path).unlink() + +# PIL safety net: pin to exact dimensions +_img = Image.open(f"plot-{THEME}.png").convert("RGB") +if _img.size != (CANVAS_W, CANVAS_H): + _norm = Image.new("RGB", (CANVAS_W, CANVAS_H), PAGE_BG) + _norm.paste(_img, ((CANVAS_W - _img.size[0]) // 2, (CANVAS_H - _img.size[1]) // 2)) + _norm.save(f"plot-{THEME}.png") From 0d834d07f2211483aa07b26892cca4d8575a66ab Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 21 May 2026 03:28:14 +0000 Subject: [PATCH 2/5] chore(highcharts): add metadata for dashboard-metrics-tiles --- .../metadata/python/highcharts.yaml | 227 ++---------------- 1 file changed, 15 insertions(+), 212 deletions(-) diff --git a/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml b/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml index 8cb750cfb2..a9c5c8c62c 100644 --- a/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml +++ b/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml @@ -1,218 +1,21 @@ +# Per-library metadata for highcharts implementation of dashboard-metrics-tiles +# Auto-generated by impl-generate.yml + library: highcharts +language: python specification_id: dashboard-metrics-tiles created: '2026-01-19T13:04:54Z' -updated: '2026-01-19T13:07:41Z' -generated_by: claude-opus-4-5-20251101 -workflow_run: 21138483049 +updated: '2026-05-21T03:28:14Z' +generated_by: claude-sonnet +workflow_run: 26203482259 issue: 3791 -python_version: 3.13.11 +language_version: 3.13.13 library_version: unknown -preview_url: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/highcharts/plot.png -preview_html: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/highcharts/plot.html -quality_score: 92 +preview_url_light: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-light.png +preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-dark.png +preview_html_light: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-light.html +preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-dark.html +quality_score: null review: - strengths: - - Excellent visual design with professional dashboard aesthetics - - Proper color-coded status indicators with green/orange left borders - - Smart change direction logic (lower is better for CPU/Memory/Error Rate, higher - is better for Requests/sec) - - Clean sparkline implementation using Highcharts area charts with gradient fills - - Responsive grid layout following spec requirements (3x2 for 6 tiles) - - Correct title format per specification - weaknesses: - - Does not include a critical status example (only shows good and warning) - - Sparklines could be slightly more prominent for the overall canvas size - - Uses custom helper functions rather than pure KISS structure (acceptable for complexity) - image_description: |- - The dashboard displays 6 metric tiles arranged in a 3x2 grid layout on a light gray (#F3F4F6) background. The main title "dashboard-metrics-tiles · highcharts · pyplots.ai" appears centered at the top in dark gray text. - - Each tile is a white rounded rectangle with a colored left border indicating status: green (#059669) for "good" status tiles (CPU Usage, Response Time, Requests/sec, Disk I/O) and orange/amber (#D97706) for "warning" status tiles (Memory, Error Rate). - - Inside each tile: - - Metric name appears at top in gray (36px equivalent): CPU Usage, Memory, Response Time, Requests/sec, Error Rate, Disk I/O - - Large value displayed prominently in dark gray: 45, 72, 120, 1,250, 2.3, 156 - - Unit shown next to the value: %, %, ms, (none), %, MB/s - - Change indicator with colored arrow and percentage: down arrows in green (▼ 5.2%, ▼ 15.0%, ▼ 3.2%) for favorable decreases, up arrows in red (▲ 8.3%, ▲ 0.8%) for unfavorable increases, and green up arrow (▲ 12.5%) for Requests/sec where increase is favorable - - Sparkline at the bottom showing the 20-point historical trend as a blue (#306998) area chart with gradient fill - - The layout uses balanced spacing with consistent tile dimensions and proper gaps between tiles. - criteria_checklist: - visual_quality: - score: 37 - max: 40 - items: - - id: VQ-01 - name: Text Legibility - score: 10 - max: 10 - passed: true - comment: 'All text is clearly readable: title, metric names, values, units, - and change percentages are all appropriately sized' - - id: VQ-02 - name: No Overlap - score: 8 - max: 8 - passed: true - comment: No overlapping elements; each tile has properly separated content - - id: VQ-03 - name: Element Visibility - score: 7 - max: 8 - passed: true - comment: Sparklines are visible with good gradient fills; minor deduction - as the sparklines could have slightly thicker lines for the dashboard scale - - id: VQ-04 - name: Color Accessibility - score: 5 - max: 5 - passed: true - comment: Uses green/red for change indicators but these are combined with - directional arrows providing redundant encoding; status colors are distinct - - id: VQ-05 - name: Layout Balance - score: 5 - max: 5 - passed: true - comment: Excellent 3x2 grid layout with balanced margins and proper spacing - - id: VQ-06 - name: Axis Labels - score: 0 - max: 2 - passed: true - comment: N/A for dashboard tiles; no axis labels are needed for this visualization - type - - id: VQ-07 - name: Grid & Legend - score: 2 - max: 2 - passed: true - comment: No distracting grids; sparklines are clean and minimal - spec_compliance: - score: 25 - max: 25 - items: - - id: SC-01 - name: Plot Type - score: 8 - max: 8 - passed: true - comment: Correct dashboard metrics tiles visualization - - id: SC-02 - name: Data Mapping - score: 5 - max: 5 - passed: true - comment: Values, trends, and changes correctly displayed - - id: SC-03 - name: Required Features - score: 5 - max: 5 - passed: true - comment: 'All spec requirements met: metric name, current value, sparkline, - change indicator with arrow, status colors' - - id: SC-04 - name: Data Range - score: 3 - max: 3 - passed: true - comment: All data properly visible within tiles - - id: SC-05 - name: Legend Accuracy - score: 2 - max: 2 - passed: true - comment: N/A for this type; status indicated via border colors - - id: SC-06 - name: Title Format - score: 2 - max: 2 - passed: true - comment: 'Uses correct format: dashboard-metrics-tiles · highcharts · pyplots.ai' - data_quality: - score: 18 - max: 20 - items: - - id: DQ-01 - name: Feature Coverage - score: 7 - max: 8 - passed: true - comment: Shows 6 diverse metrics covering good and warning statuses, both - positive and negative changes, different units; could have included a critical - status - - id: DQ-02 - name: Realistic Context - score: 7 - max: 7 - passed: true - comment: Operations monitoring dashboard with realistic server health metrics - (CPU, memory, response time, requests/sec, error rate, disk I/O) - - id: DQ-03 - name: Appropriate Scale - score: 4 - max: 5 - passed: true - comment: Values are realistic (45% CPU, 72% memory, 120ms response, etc.); - slight concern that error rate at 2.3% being warning could be debated - code_quality: - score: 9 - max: 10 - items: - - id: CQ-01 - name: KISS Structure - score: 2 - max: 3 - passed: true - comment: Mostly follows KISS but defines two helper functions (get_change_color, - get_arrow); acceptable for this complex dashboard - - id: CQ-02 - name: Reproducibility - score: 3 - max: 3 - passed: true - comment: Uses np.random.seed(42) - - 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: Modern API usage - - 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: Distinctive Features - score: 3 - max: 5 - passed: true - comment: Uses Highcharts area charts for sparklines with gradient fills, but - the dashboard is primarily HTML/CSS with embedded Highcharts charts; could - leverage more Highcharts-specific features - verdict: APPROVED -impl_tags: - dependencies: - - selenium - techniques: - - html-export - - gradient-fill - patterns: - - data-generation - - iteration-over-groups - dataprep: - - cumulative-sum - styling: - - gradient-fill - - edge-highlighting + strengths: [] + weaknesses: [] From e3c685d8f356d31700bf92cbbeb16112414a3a02 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 21 May 2026 03:34:20 +0000 Subject: [PATCH 3/5] chore(highcharts): update quality score 87 and review feedback for dashboard-metrics-tiles --- .../implementations/python/highcharts.py | 6 +- .../metadata/python/highcharts.yaml | 267 +++++++++++++++++- 2 files changed, 263 insertions(+), 10 deletions(-) diff --git a/plots/dashboard-metrics-tiles/implementations/python/highcharts.py b/plots/dashboard-metrics-tiles/implementations/python/highcharts.py index 48c40b1bca..7f2fd7d1ad 100644 --- a/plots/dashboard-metrics-tiles/implementations/python/highcharts.py +++ b/plots/dashboard-metrics-tiles/implementations/python/highcharts.py @@ -1,7 +1,7 @@ -"""anyplot.ai +""" anyplot.ai dashboard-metrics-tiles: Real-Time Dashboard Tiles -Library: highcharts | Python 3.13 -Quality: pending | Created: 2026-05-21 +Library: highcharts unknown | Python 3.13.13 +Quality: 87/100 | Updated: 2026-05-21 """ import os diff --git a/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml b/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml index a9c5c8c62c..9e25b59c6a 100644 --- a/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml +++ b/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml @@ -1,11 +1,8 @@ -# Per-library metadata for highcharts implementation of dashboard-metrics-tiles -# Auto-generated by impl-generate.yml - library: highcharts language: python specification_id: dashboard-metrics-tiles created: '2026-01-19T13:04:54Z' -updated: '2026-05-21T03:28:14Z' +updated: '2026-05-21T03:34:20Z' generated_by: claude-sonnet workflow_run: 26203482259 issue: 3791 @@ -15,7 +12,263 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/dashboard preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-dark.html -quality_score: null +quality_score: 87 review: - strengths: [] - weaknesses: [] + strengths: + - Clean 3x2 dashboard layout with well-proportioned rounded tiles and semantic status + border colors (green/orange/red) + - 'Complete spec coverage: each tile displays metric name, prominent value with + unit, directional change indicator with arrow, and embedded sparkline' + - 'Correct theme adaptation: warm off-white (#FAF8F1) and near-black (#1A1A17) backgrounds, + theme-adaptive INK/INK_SOFT tokens applied to all text elements' + - 'Excellent data quality: realistic infrastructure metrics (CPU, Memory, Response + Time, Requests/sec, Error Rate, Disk I/O) with varied statuses and mixed favorable/unfavorable + changes' + - Highcharts area sparklines with gradient fill (#009E73 brand green) are visually + distinctive and appropriate for compact trend display + weaknesses: + - 'Dark render sparkline gradient fill is nearly invisible — the #009E7355 (upper) + and #009E7308 (lower) gradient stops are too transparent for the #1A1A17 dark + surface, leaving only the line visible; increase upper stop alpha to ~88 hex (#009E7388) + so the fill remains perceptible in dark mode' + - Status tile borders use green/orange/red color exclusively with no secondary non-color + signal — CVD users cannot distinguish good (green) from critical (red) borders; + consider a small status text badge or icon on each tile + - Tiles lack visual depth — no box-shadow or elevation effect separates them from + the page background; add subtle shadow (e.g. 0 2px 8px rgba(0,0,0,0.12) light + / rgba(0,0,0,0.4) dark) for polish + - Implementation bypasses the Python highcharts_core library entirely (no highcharts_core.chart.Chart), + using raw HTML/JS string generation; LM-01 score limited because the Python library's + idiomatic API is not used + image_description: |- + Light render (plot-light.png): + Background: Warm off-white (#FAF8F1) page background — correct. Tile backgrounds are slightly elevated (#FFFDF6), clearly distinct from the page. + Chrome: Title "dashboard-metrics-tiles · python · highcharts · anyplot.ai" at 52px, bold, dark ink — readable and centered at top. Metric name labels (34px, INK_SOFT) are visible. Large value labels (88px, INK) are highly prominent. Change indicator labels (30px, green/red) are clear. + Data: Sparklines use #009E73 (Okabe-Ito position 1 brand green) for the line. Gradient fill uses #009E7355 to #009E7308 — visible as a soft teal fill on light background. Status borders: CPU/Response Time/Requests/Disk (green #059669), Memory (orange #D97706), Error Rate (red #DC2626). + Legibility verdict: PASS — all text clearly readable against the light background. No "light-on-light" failures. + + Dark render (plot-dark.png): + Background: Near-black (#1A1A17) — correct. Tile backgrounds are dark elevated (#242420), subtly distinct from the page. + Chrome: Title uses light text, readable against dark background. Metric name labels (INK_SOFT: #B8B7B0 in dark mode) readable. Value labels (INK: #F0EFE8) are prominent and bright. Change indicator labels readable in green/red. No dark-on-dark text failures observed. + Data: Sparkline lines use identical #009E73 brand green — consistent with light render. ISSUE: The gradient fill (#009E7355 to #009E7308) is nearly invisible on the dark #1A1A17 surface — only the line is perceptible; the area fill essentially disappears into the dark tile background. Status border colors are unchanged (semantic colors stay constant across themes). + Legibility verdict: PASS for text; PARTIAL for sparkline gradient fill (fill invisible in dark mode, line visible). + criteria_checklist: + visual_quality: + score: 27 + max: 30 + items: + - id: VQ-01 + name: Text Legibility + score: 7 + max: 8 + passed: true + comment: 'All font sizes explicitly set (34px metric name, 88px value, 52px + title, 30px change). Readable in both themes. Minor: 34px metric name labels + slightly small for 3200px canvas but appropriate for KPI hierarchy.' + - id: VQ-02 + name: No Overlap + score: 6 + max: 6 + passed: true + comment: No overlapping elements. Grid layout keeps all tiles well-separated + with explicit gap spacing. + - id: VQ-03 + name: Element Visibility + score: 5 + max: 6 + passed: true + comment: 'Sparkline lines clearly visible in both renders. Gradient fill visible + in light mode but nearly invisible in dark mode (too transparent on #1A1A17 + background).' + - id: VQ-04 + name: Color Accessibility + score: 1 + max: 2 + passed: true + comment: Arrows (▲▼) provide non-color signal for change direction. Status + tile borders use green/orange/red without secondary non-color indicator + — CVD concern for border status. + - id: VQ-05 + name: Layout & Canvas + score: 4 + max: 4 + passed: true + comment: Excellent canvas utilization. 3x2 tile grid fills canvas well with + appropriate margins. Title centered at top. No content cut off. + - id: VQ-06 + name: Axis Labels & Title + score: 2 + max: 2 + passed: true + comment: Title correctly formatted. Each tile displays metric name and unit + inline with value. No traditional axes needed for dashboard layout. + - id: VQ-07 + name: Palette Compliance + score: 2 + max: 2 + passed: true + comment: 'Sparklines use #009E73 (Okabe-Ito position 1). Light background + #FAF8F1, dark background #1A1A17. Theme-adaptive INK/INK_SOFT tokens applied + to all text. Data colors identical across themes.' + design_excellence: + score: 14 + max: 20 + items: + - id: DE-01 + name: Aesthetic Sophistication + score: 6 + max: 8 + passed: true + comment: 'Strong design: clear KPI hierarchy (metric name → large value → + unit → change arrow → sparkline), rounded tiles, semantic status borders, + elevated tile backgrounds. Clearly above defaults.' + - id: DE-02 + name: Visual Refinement + score: 4 + max: 6 + passed: true + comment: 'Sparkline axes hidden for clean compact look. Elevated tile backgrounds. + Rounded corners. Missing: tile depth/shadow, additional whitespace refinements.' + - id: DE-03 + name: Data Storytelling + score: 4 + max: 6 + passed: true + comment: Status border colors create immediate visual hierarchy — orange Memory + and red Error Rate tiles draw attention. Change arrows with color clearly + communicate direction. Good focal point guidance. + spec_compliance: + score: 15 + max: 15 + items: + - id: SC-01 + name: Plot Type + score: 5 + max: 5 + passed: true + comment: Correct dashboard tile layout with metric tiles in a responsive grid. + - id: SC-02 + name: Required Features + score: 4 + max: 4 + passed: true + comment: 'All spec features present: prominent value display, metric label, + mini sparkline, change indicator with arrow, color coding for status, 3x2 + grid for 6 tiles.' + - id: SC-03 + name: Data Mapping + score: 3 + max: 3 + passed: true + comment: 'All data fields correctly mapped: metric_name→label, current_value→display, + history→sparkline, change_percent→indicator, status→border color.' + - id: SC-04 + name: Title & Legend + score: 3 + max: 3 + passed: true + comment: 'Title: ''dashboard-metrics-tiles · python · highcharts · anyplot.ai'' + — correct format. No legend needed (tiles are self-labeled).' + data_quality: + score: 15 + max: 15 + items: + - id: DQ-01 + name: Feature Coverage + score: 6 + max: 6 + passed: true + comment: 'Shows all dashboard features: 6 metrics with varied statuses (good/warning/critical), + mixed favorable/unfavorable changes, various value scales and sparkline + shapes.' + - id: DQ-02 + name: Realistic Context + score: 5 + max: 5 + passed: true + comment: Highly realistic infrastructure monitoring scenario (CPU, Memory, + Response Time, Requests/sec, Error Rate, Disk I/O) — directly matching spec + example data. + - id: DQ-03 + name: Appropriate Scale + score: 4 + max: 4 + passed: true + comment: 'All values realistic: CPU 45%, Memory 72%, Response Time 120ms, + Requests/sec 1250, Error Rate 8.7%, Disk I/O 156 MB/s — all within expected + ranges for production systems.' + code_quality: + score: 10 + max: 10 + items: + - id: CQ-01 + name: KISS Structure + score: 3 + max: 3 + passed: true + comment: 'Flat structure: imports → data → HTML/JS generation → save → screenshot. + No functions or classes.' + - id: CQ-02 + name: Reproducibility + score: 2 + max: 2 + passed: true + comment: np.random.seed(42) set before data generation. + - id: CQ-03 + name: Clean Imports + score: 2 + max: 2 + passed: true + comment: 'All imports used: os, tempfile, time, urllib.request, pathlib.Path, + numpy, PIL.Image, selenium.' + - id: CQ-04 + name: Code Elegance + score: 2 + max: 2 + passed: true + comment: Loop-based tile generation is appropriate. String formatting for + HTML/JS is verbose but necessary for this approach. No fake UI elements. + - id: CQ-05 + name: Output & API + score: 1 + max: 1 + passed: true + comment: Saves plot-{THEME}.png and plot-{THEME}.html as required for an interactive + library. + library_mastery: + score: 6 + max: 10 + items: + - id: LM-01 + name: Idiomatic Usage + score: 3 + max: 5 + passed: true + comment: Uses Highcharts JavaScript API correctly (Highcharts.chart() with + area type, linearGradient fills). Does not use the Python highcharts_core + library (Chart class) — generates HTML/JS strings directly. Approach is + practical for multi-chart dashboard layout. + - id: LM-02 + name: Distinctive Features + score: 3 + max: 5 + passed: true + comment: Uses Highcharts-specific linearGradient fill stops for sparkline + area fills. Multiple independent Highcharts instances in a custom HTML dashboard + layout. Disabled axes/tooltips/hover states for compact sparkline appearance + — these are distinctive Highcharts configuration patterns. + verdict: REJECTED +impl_tags: + dependencies: + - selenium + - pillow + techniques: + - html-export + - gradient-fill + patterns: + - data-generation + - iteration-over-groups + dataprep: + - cumulative-sum + styling: + - minimal-chrome From 4ed22fb85b07eefe982541b4f51e441aa49098d5 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 21 May 2026 03:38:11 +0000 Subject: [PATCH 4/5] fix(highcharts): address review feedback for dashboard-metrics-tiles Attempt 1/3 - fixes based on AI review --- .../implementations/python/highcharts.py | 23 +++++++++++++++---- 1 file changed, 18 insertions(+), 5 deletions(-) diff --git a/plots/dashboard-metrics-tiles/implementations/python/highcharts.py b/plots/dashboard-metrics-tiles/implementations/python/highcharts.py index 7f2fd7d1ad..6179eb7c0f 100644 --- a/plots/dashboard-metrics-tiles/implementations/python/highcharts.py +++ b/plots/dashboard-metrics-tiles/implementations/python/highcharts.py @@ -1,4 +1,4 @@ -""" anyplot.ai +"""anyplot.ai dashboard-metrics-tiles: Real-Time Dashboard Tiles Library: highcharts unknown | Python 3.13.13 Quality: 87/100 | Updated: 2026-05-21 @@ -25,6 +25,7 @@ CANVAS_W = 3200 CANVAS_H = 1800 +SHADOW = "0 2px 8px rgba(0,0,0,0.12)" if THEME == "light" else "0 2px 8px rgba(0,0,0,0.40)" # Data np.random.seed(42) @@ -85,6 +86,12 @@ # Okabe-Ito position 1 for sparklines SPARK_COLOR = "#009E73" +# Theme-adaptive gradient alpha: more opaque in dark mode so fill stays visible +GRAD_TOP = f"{SPARK_COLOR}55" if THEME == "light" else f"{SPARK_COLOR}88" +GRAD_BOT = f"{SPARK_COLOR}08" if THEME == "light" else f"{SPARK_COLOR}18" + +status_icons = {"good": "✓", "warning": "⚠", "critical": "✕"} +status_labels = {"good": "Good", "warning": "Warning", "critical": "Critical"} # Layout constants COLS = 3 @@ -141,9 +148,15 @@ border-left: 10px solid {status_color}; padding: 40px 40px 28px 40px; box-sizing: border-box; + box-shadow: {SHADOW}; "> -
- {m["name"]} +
+
+ {m["name"]} +
+
+ {status_icons[m["status"]]} {status_labels[m["status"]]} +
@@ -180,8 +193,8 @@ fillColor: {{ linearGradient: {{ x1: 0, y1: 0, x2: 0, y2: 1 }}, stops: [ - [0, '{SPARK_COLOR}55'], - [1, '{SPARK_COLOR}08'] + [0, '{GRAD_TOP}'], + [1, '{GRAD_BOT}'] ] }}, lineWidth: 7, From 4bc81bc780435f8c05e2d642106ddca25a3a4faf Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 21 May 2026 03:43:27 +0000 Subject: [PATCH 5/5] chore(highcharts): update quality score 90 and review feedback for dashboard-metrics-tiles --- .../implementations/python/highcharts.py | 4 +- .../metadata/python/highcharts.yaml | 204 +++++++++--------- 2 files changed, 110 insertions(+), 98 deletions(-) diff --git a/plots/dashboard-metrics-tiles/implementations/python/highcharts.py b/plots/dashboard-metrics-tiles/implementations/python/highcharts.py index 6179eb7c0f..16bd44c939 100644 --- a/plots/dashboard-metrics-tiles/implementations/python/highcharts.py +++ b/plots/dashboard-metrics-tiles/implementations/python/highcharts.py @@ -1,7 +1,7 @@ -"""anyplot.ai +""" anyplot.ai dashboard-metrics-tiles: Real-Time Dashboard Tiles Library: highcharts unknown | Python 3.13.13 -Quality: 87/100 | Updated: 2026-05-21 +Quality: 90/100 | Updated: 2026-05-21 """ import os diff --git a/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml b/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml index 9e25b59c6a..194280801b 100644 --- a/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml +++ b/plots/dashboard-metrics-tiles/metadata/python/highcharts.yaml @@ -2,7 +2,7 @@ library: highcharts language: python specification_id: dashboard-metrics-tiles created: '2026-01-19T13:04:54Z' -updated: '2026-05-21T03:34:20Z' +updated: '2026-05-21T03:43:27Z' generated_by: claude-sonnet workflow_run: 26203482259 issue: 3791 @@ -12,49 +12,57 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/dashboard preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-dark.png preview_html_light: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-light.html preview_html_dark: https://storage.googleapis.com/anyplot-images/plots/dashboard-metrics-tiles/python/highcharts/plot-dark.html -quality_score: 87 +quality_score: 90 review: strengths: - - Clean 3x2 dashboard layout with well-proportioned rounded tiles and semantic status - border colors (green/orange/red) - - 'Complete spec coverage: each tile displays metric name, prominent value with - unit, directional change indicator with arrow, and embedded sparkline' - - 'Correct theme adaptation: warm off-white (#FAF8F1) and near-black (#1A1A17) backgrounds, - theme-adaptive INK/INK_SOFT tokens applied to all text elements' - - 'Excellent data quality: realistic infrastructure metrics (CPU, Memory, Response - Time, Requests/sec, Error Rate, Disk I/O) with varied statuses and mixed favorable/unfavorable - changes' - - Highcharts area sparklines with gradient fill (#009E73 brand green) are visually - distinctive and appropriate for compact trend display + - Custom HTML/CSS dashboard layout with absolute positioning produces a polished, + professional tile-grid appearance + - Status accent borders (green/orange/red left stripe), rounded corners, and drop + shadows give each tile genuine depth and visual refinement + - 'Sparklines are cleanly minimalist — axes, tooltip, and legend all hidden; gradient + fill with #009E73 adds elegant trend context' + - Six distinct metric types (CPU, Memory, Response Time, Requests/sec, Error Rate, + Disk I/O) cover all data fields from the spec including units + - Semantic change color logic (lower-is-better set) correctly maps favorable vs + unfavorable direction to green/red + - 'Full theme adaptation: PAGE_BG, ELEVATED_BG, INK, INK_SOFT all wired to ANYPLOT_THEME; + both renders pass theme-readability checks' + - Canvas pinned to 3200×1800 via CDP setDeviceMetricsOverride + PIL safety net — + no dimensional drift + - HTML artifact (plot-{THEME}.html) saved alongside PNG — correct for interactive + library + - np.random.seed(42) guarantees reproducible sparkline data; cumulative sum produces + realistic trending history weaknesses: - - 'Dark render sparkline gradient fill is nearly invisible — the #009E7355 (upper) - and #009E7308 (lower) gradient stops are too transparent for the #1A1A17 dark - surface, leaving only the line visible; increase upper stop alpha to ~88 hex (#009E7388) - so the fill remains perceptible in dark mode' - - Status tile borders use green/orange/red color exclusively with no secondary non-color - signal — CVD users cannot distinguish good (green) from critical (red) borders; - consider a small status text badge or icon on each tile - - Tiles lack visual depth — no box-shadow or elevation effect separates them from - the page background; add subtle shadow (e.g. 0 2px 8px rgba(0,0,0,0.12) light - / rgba(0,0,0,0.4) dark) for polish - - Implementation bypasses the Python highcharts_core library entirely (no highcharts_core.chart.Chart), - using raw HTML/JS string generation; LM-01 score limited because the Python library's - idiomatic API is not used + - 'LM-01 gap: implementation bypasses the highcharts_core Python library entirely, + generating raw JavaScript strings instead of using Chart/HighchartsOptions/Series + objects — loses idiomatic Python API usage' + - 'DE-03 moderate: the dashboard lacks a single stand-out focal point or annotation + that directs the viewer''s attention; the critical Error Rate tile could be visually + emphasized beyond just the red border (e.g. slightly larger tile or bold text + call-out)' + - 'LM-02 gap: Highcharts-specific features used (multiple chart instances, linearGradient + stops, animation:false) but stops short of more distinctive capabilities like + synchronized crosshairs across charts or drilldown events even in static form' + - 'DE-01 ceiling: no custom font or typographic refinement applied beyond system-default + font stack; the 88px value font is impactful but unstyled' image_description: |- Light render (plot-light.png): - Background: Warm off-white (#FAF8F1) page background — correct. Tile backgrounds are slightly elevated (#FFFDF6), clearly distinct from the page. - Chrome: Title "dashboard-metrics-tiles · python · highcharts · anyplot.ai" at 52px, bold, dark ink — readable and centered at top. Metric name labels (34px, INK_SOFT) are visible. Large value labels (88px, INK) are highly prominent. Change indicator labels (30px, green/red) are clear. - Data: Sparklines use #009E73 (Okabe-Ito position 1 brand green) for the line. Gradient fill uses #009E7355 to #009E7308 — visible as a soft teal fill on light background. Status borders: CPU/Response Time/Requests/Disk (green #059669), Memory (orange #D97706), Error Rate (red #DC2626). - Legibility verdict: PASS — all text clearly readable against the light background. No "light-on-light" failures. + Background: Warm off-white (#FAF8F1) page background with slightly elevated tile backgrounds (#FFFDF6) — correct. + Layout: 3×2 grid of 6 metric tiles. Title "dashboard-metrics-tiles · python · highcharts · anyplot.ai" centered at top (~65% canvas width), 52px, dark ink — well-proportioned and fully visible. + Tiles: Each has a colored left-accent border (green for good, amber for warning, red for critical), rounded corners, subtle drop shadow. Top row: CPU Usage (45 %, green), Memory (72 %, orange), Response Time (120 ms, green). Bottom row: Requests/sec (1,250, green), Error Rate (8.7 %, red/critical), Disk I/O (156 MB/s, green). + Chrome: Metric names in INK_SOFT (~34px), large bold values in INK (88px), unit labels in INK_SOFT (40px), change% with colored arrows (30px). Status badges (✓ Good / ⚠ Warning / ✕ Critical) in top-right with colored border. + Data: Sparklines use #009E73 with gradient fill — clearly visible against elevated tile background. All 6 sparklines render correctly. + Legibility verdict: PASS — all text readable against #FAF8F1 surface; no light-on-light issues. Dark render (plot-dark.png): - Background: Near-black (#1A1A17) — correct. Tile backgrounds are dark elevated (#242420), subtly distinct from the page. - Chrome: Title uses light text, readable against dark background. Metric name labels (INK_SOFT: #B8B7B0 in dark mode) readable. Value labels (INK: #F0EFE8) are prominent and bright. Change indicator labels readable in green/red. No dark-on-dark text failures observed. - Data: Sparkline lines use identical #009E73 brand green — consistent with light render. ISSUE: The gradient fill (#009E7355 to #009E7308) is nearly invisible on the dark #1A1A17 surface — only the line is perceptible; the area fill essentially disappears into the dark tile background. Status border colors are unchanged (semantic colors stay constant across themes). - Legibility verdict: PASS for text; PARTIAL for sparkline gradient fill (fill invisible in dark mode, line visible). + Background: Warm near-black (#1A1A17) page background; tile backgrounds shift to dark elevated (#242420) — correct. + Chrome: Title and all metric labels/values switch to light (#F0EFE8 / #B8B7B0) — confirmed readable. No dark-on-dark failures observed. + Data: Sparkline color remains #009E73 — identical to light render as required. Gradient fill slightly more opaque in dark mode (GRAD_TOP uses "88" alpha vs "55" in light), which is a deliberate enhancement for visibility. + Legibility verdict: PASS — all text clearly readable against dark surface; status badge text and icons remain legible; change% arrows visible in their semantic colors. criteria_checklist: visual_quality: - score: 27 + score: 29 max: 30 items: - id: VQ-01 @@ -62,56 +70,56 @@ review: score: 7 max: 8 passed: true - comment: 'All font sizes explicitly set (34px metric name, 88px value, 52px - title, 30px change). Readable in both themes. Minor: 34px metric name labels - slightly small for 3200px canvas but appropriate for KPI hierarchy.' + comment: 'All font sizes explicitly set (52px title, 88px value, 34px label, + 30px change); fully legible in both themes; well-proportioned hierarchy. + Minor: system-default font stack, no explicit weight/family refinement beyond + bold.' - id: VQ-02 name: No Overlap score: 6 max: 6 passed: true - comment: No overlapping elements. Grid layout keeps all tiles well-separated - with explicit gap spacing. + comment: Clear tile separation with 50px horizontal and 40px vertical gaps; + no text collisions within or between tiles. - id: VQ-03 name: Element Visibility - score: 5 + score: 6 max: 6 passed: true - comment: 'Sparkline lines clearly visible in both renders. Gradient fill visible - in light mode but nearly invisible in dark mode (too transparent on #1A1A17 - background).' + comment: Sparklines prominently visible with 7px line width and gradient fill; + large metric values dominate tiles appropriately; status badges clearly + legible. - id: VQ-04 name: Color Accessibility - score: 1 + score: 2 max: 2 passed: true - comment: Arrows (▲▼) provide non-color signal for change direction. Status - tile borders use green/orange/red without secondary non-color indicator - — CVD concern for border status. + comment: Status distinguished by icon (✓/⚠/✕) and text label in addition to + color — CVD-safe beyond red/green alone. - id: VQ-05 name: Layout & Canvas score: 4 max: 4 passed: true - comment: Excellent canvas utilization. 3x2 tile grid fills canvas well with - appropriate margins. Title centered at top. No content cut off. + comment: 3×2 grid fills canvas well with appropriate padding; title bar at + top; no content cut off; balanced whitespace. - id: VQ-06 name: Axis Labels & Title score: 2 max: 2 passed: true - comment: Title correctly formatted. Each tile displays metric name and unit - inline with value. No traditional axes needed for dashboard layout. + comment: No traditional axes (dashboard layout); metric labels include units + where applicable (%, ms, MB/s); title correct. - id: VQ-07 name: Palette Compliance score: 2 max: 2 passed: true - comment: 'Sparklines use #009E73 (Okabe-Ito position 1). Light background - #FAF8F1, dark background #1A1A17. Theme-adaptive INK/INK_SOFT tokens applied - to all text. Data colors identical across themes.' + comment: 'Sparklines use #009E73 (Okabe-Ito #1); status colors are semantic + as required by spec; backgrounds #FAF8F1/#1A1A17 correct; theme chrome properly + adaptive.' design_excellence: - score: 14 + score: 15 max: 20 items: - id: DE-01 @@ -119,24 +127,28 @@ review: score: 6 max: 8 passed: true - comment: 'Strong design: clear KPI hierarchy (metric name → large value → - unit → change arrow → sparkline), rounded tiles, semantic status borders, - elevated tile backgrounds. Clearly above defaults.' + comment: Strong design with custom tile layout, status accent borders, elevated + tile backgrounds, drop shadows, and clear typographic hierarchy. Clearly + above library defaults, not quite publication-ready (no custom font family, + no annotation highlights). - id: DE-02 name: Visual Refinement - score: 4 + score: 5 max: 6 passed: true - comment: 'Sparkline axes hidden for clean compact look. Elevated tile backgrounds. - Rounded corners. Missing: tile depth/shadow, additional whitespace refinements.' + comment: Sparklines have all chrome removed (no axes, no grid, no tooltip, + no legend) — very polished. Tile padding generous. Drop shadows add depth. + Status badge styling is clean. Loses one point for no explicit refinement + of font family. - id: DE-03 name: Data Storytelling score: 4 max: 6 passed: true - comment: Status border colors create immediate visual hierarchy — orange Memory - and red Error Rate tiles draw attention. Change arrows with color clearly - communicate direction. Good focal point guidance. + comment: Color-coded status borders and badges create immediate visual hierarchy; + Error Rate critical tile stands out. Change indicators with directional + arrows provide context. Good storytelling but no single emphasized focal + point or call-out annotation. spec_compliance: score: 15 max: 15 @@ -146,29 +158,29 @@ review: score: 5 max: 5 passed: true - comment: Correct dashboard tile layout with metric tiles in a responsive grid. + comment: Dashboard metric tiles with embedded sparklines — exact match. 3×2 + grid for 6 metrics as specified. - id: SC-02 name: Required Features score: 4 max: 4 passed: true comment: 'All spec features present: prominent value display, metric label, - mini sparkline, change indicator with arrow, color coding for status, 3x2 - grid for 6 tiles.' + mini sparkline, change indicator with arrow, status color coding, unit display.' - id: SC-03 name: Data Mapping score: 3 max: 3 passed: true - comment: 'All data fields correctly mapped: metric_name→label, current_value→display, - history→sparkline, change_percent→indicator, status→border color.' + comment: All 6 metrics correctly mapped with values, history arrays, change%, + and status. Units displayed where applicable. - id: SC-04 name: Title & Legend score: 3 max: 3 passed: true - comment: 'Title: ''dashboard-metrics-tiles · python · highcharts · anyplot.ai'' - — correct format. No legend needed (tiles are self-labeled).' + comment: Title is exactly 'dashboard-metrics-tiles · python · highcharts · + anyplot.ai'. No legend needed (single-series sparklines per tile). data_quality: score: 15 max: 15 @@ -178,25 +190,24 @@ review: score: 6 max: 6 passed: true - comment: 'Shows all dashboard features: 6 metrics with varied statuses (good/warning/critical), - mixed favorable/unfavorable changes, various value scales and sparkline - shapes.' + comment: All status types represented (4 good, 1 warning, 1 critical); mix + of positive and negative changes; varied metric domains (%, ms, count/sec, + MB/s). - id: DQ-02 name: Realistic Context score: 5 max: 5 passed: true - comment: Highly realistic infrastructure monitoring scenario (CPU, Memory, - Response Time, Requests/sec, Error Rate, Disk I/O) — directly matching spec - example data. + comment: Operations monitoring scenario (CPU, Memory, Response Time, Requests/sec, + Error Rate, Disk I/O) is highly realistic, neutral, and comprehensible. - id: DQ-03 name: Appropriate Scale score: 4 max: 4 passed: true - comment: 'All values realistic: CPU 45%, Memory 72%, Response Time 120ms, - Requests/sec 1250, Error Rate 8.7%, Disk I/O 156 MB/s — all within expected - ranges for production systems.' + comment: 'All values factually plausible: CPU 45%, Memory 72%, Response Time + 120ms, 1,250 req/s, Error Rate 8.7% (high enough to be critical), Disk I/O + 156 MB/s.' code_quality: score: 10 max: 10 @@ -206,8 +217,8 @@ review: score: 3 max: 3 passed: true - comment: 'Flat structure: imports → data → HTML/JS generation → save → screenshot. - No functions or classes.' + comment: 'Linear flow: imports → constants → data → HTML generation loop → + Selenium export. No functions or classes.' - id: CQ-02 name: Reproducibility score: 2 @@ -226,14 +237,15 @@ review: score: 2 max: 2 passed: true - comment: Loop-based tile generation is appropriate. String formatting for - HTML/JS is verbose but necessary for this approach. No fake UI elements. + comment: Appropriate complexity for a multi-tile HTML dashboard. f-string + HTML generation in loop is verbose but correct. No over-engineering or fake + UI. - id: CQ-05 name: Output & API score: 1 max: 1 passed: true - comment: Saves plot-{THEME}.png and plot-{THEME}.html as required for an interactive + comment: Saves plot-{THEME}.png and plot-{THEME}.html as required for interactive library. library_mastery: score: 6 @@ -244,31 +256,31 @@ review: score: 3 max: 5 passed: true - comment: Uses Highcharts JavaScript API correctly (Highcharts.chart() with - area type, linearGradient fills). Does not use the Python highcharts_core - library (Chart class) — generates HTML/JS strings directly. Approach is - practical for multi-chart dashboard layout. + comment: Uses Highcharts JS API correctly (area chart, gradient stops, disabled + chrome for sparklines). However bypasses the highcharts_core Python library + entirely — generates raw JS strings rather than using Chart/HighchartsOptions/AreaSeries + Python objects. - id: LM-02 name: Distinctive Features score: 3 max: 5 passed: true - comment: Uses Highcharts-specific linearGradient fill stops for sparkline - area fills. Multiple independent Highcharts instances in a custom HTML dashboard - layout. Disabled axes/tooltips/hover states for compact sparkline appearance - — these are distinctive Highcharts configuration patterns. - verdict: REJECTED + comment: Uses multiple Highcharts instances on one page (6 sparklines), linearGradient + fill configuration, animation:false, states.hover disabled — these are Highcharts-specific + features. Does not leverage more distinctive capabilities like synchronized + crosshairs. + verdict: APPROVED impl_tags: dependencies: - selenium - pillow techniques: - html-export - - gradient-fill patterns: - data-generation - iteration-over-groups dataprep: - cumulative-sum styling: + - gradient-fill - minimal-chrome