|
| 1 | +""" pyplots.ai |
| 2 | +line-interactive: Interactive Line Chart with Hover and Zoom |
| 3 | +Library: highcharts unknown | Python 3.13.11 |
| 4 | +Quality: 91/100 | Created: 2025-12-30 |
| 5 | +""" |
| 6 | + |
| 7 | +import json |
| 8 | +import tempfile |
| 9 | +import time |
| 10 | +import urllib.request |
| 11 | +from pathlib import Path |
| 12 | + |
| 13 | +import numpy as np |
| 14 | +import pandas as pd |
| 15 | +from selenium import webdriver |
| 16 | +from selenium.webdriver.chrome.options import Options |
| 17 | + |
| 18 | + |
| 19 | +# Data - Server CPU usage over 7 days (hourly readings) |
| 20 | +np.random.seed(42) |
| 21 | +n_points = 168 # 7 days * 24 hours |
| 22 | + |
| 23 | +dates = pd.date_range("2024-01-01", periods=n_points, freq="h") |
| 24 | + |
| 25 | +# Simulate realistic CPU usage pattern with daily cycles and some anomalies |
| 26 | +base = 35 # base CPU usage |
| 27 | +daily_pattern = 20 * np.sin(np.linspace(0, 7 * 2 * np.pi, n_points)) # daily cycle |
| 28 | +weekly_trend = np.linspace(0, 10, n_points) # slight upward trend |
| 29 | +noise = np.random.normal(0, 5, n_points) |
| 30 | + |
| 31 | +# Add some random spikes (anomalies) |
| 32 | +spikes = np.zeros(n_points) |
| 33 | +spike_indices = [45, 92, 120, 155] |
| 34 | +for idx in spike_indices: |
| 35 | + spikes[idx] = np.random.uniform(20, 35) |
| 36 | + |
| 37 | +cpu_usage = base + daily_pattern + weekly_trend + noise + spikes |
| 38 | +cpu_usage = np.clip(cpu_usage, 5, 100) # Keep within 5-100% |
| 39 | + |
| 40 | +# Convert to timestamp milliseconds for Highcharts datetime axis |
| 41 | +timestamps = [int(d.timestamp() * 1000) for d in dates] |
| 42 | +data_points = [[ts, round(val, 1)] for ts, val in zip(timestamps, cpu_usage, strict=True)] |
| 43 | + |
| 44 | +# Build Highcharts configuration as Python dict, then serialize to JSON |
| 45 | +highcharts_config = { |
| 46 | + "chart": { |
| 47 | + "type": "line", |
| 48 | + "width": 4800, |
| 49 | + "height": 2700, |
| 50 | + "backgroundColor": "#ffffff", |
| 51 | + "spacingTop": 60, |
| 52 | + "spacingBottom": 100, |
| 53 | + "spacingLeft": 80, |
| 54 | + "spacingRight": 80, |
| 55 | + "zoomType": "x", |
| 56 | + }, |
| 57 | + "title": { |
| 58 | + "text": "line-interactive \u00b7 highcharts \u00b7 pyplots.ai", |
| 59 | + "style": {"fontSize": "56px", "fontWeight": "bold"}, |
| 60 | + "margin": 40, |
| 61 | + }, |
| 62 | + "subtitle": { |
| 63 | + "text": "Server CPU Usage - Click and drag to zoom (7 Days of Hourly Data)", |
| 64 | + "style": {"fontSize": "36px", "color": "#666666"}, |
| 65 | + }, |
| 66 | + "xAxis": { |
| 67 | + "type": "datetime", |
| 68 | + "title": {"text": "Date and Time", "style": {"fontSize": "36px"}, "margin": 25}, |
| 69 | + "labels": {"style": {"fontSize": "28px"}}, |
| 70 | + "gridLineWidth": 1, |
| 71 | + "gridLineColor": "rgba(0, 0, 0, 0.1)", |
| 72 | + "tickInterval": 24 * 3600 * 1000, |
| 73 | + "dateTimeLabelFormats": {"day": "%b %d"}, |
| 74 | + "crosshair": {"width": 2, "color": "#306998"}, |
| 75 | + }, |
| 76 | + "yAxis": { |
| 77 | + "title": {"text": "CPU Usage (%)", "style": {"fontSize": "36px"}, "margin": 25}, |
| 78 | + "labels": {"style": {"fontSize": "28px"}, "format": "{value}%"}, |
| 79 | + "gridLineWidth": 1, |
| 80 | + "gridLineColor": "rgba(0, 0, 0, 0.1)", |
| 81 | + "min": 0, |
| 82 | + "max": 105, |
| 83 | + }, |
| 84 | + "legend": {"enabled": True, "itemStyle": {"fontSize": "32px"}, "margin": 30}, |
| 85 | + "tooltip": { |
| 86 | + "xDateFormat": "%A, %b %d, %H:%M", |
| 87 | + "valueSuffix": "%", |
| 88 | + "style": {"fontSize": "28px"}, |
| 89 | + "headerFormat": "<b>{point.key}</b><br/>", |
| 90 | + "pointFormat": "CPU: <b>{point.y}%</b>", |
| 91 | + }, |
| 92 | + "plotOptions": { |
| 93 | + "line": { |
| 94 | + "lineWidth": 5, |
| 95 | + "marker": {"enabled": False, "radius": 8, "states": {"hover": {"enabled": True, "radius": 10}}}, |
| 96 | + "states": {"hover": {"lineWidth": 6}}, |
| 97 | + } |
| 98 | + }, |
| 99 | + "series": [{"name": "CPU Usage", "data": data_points, "color": "#306998", "type": "line"}], |
| 100 | +} |
| 101 | + |
| 102 | +# Convert to JSON string |
| 103 | +config_json = json.dumps(highcharts_config) |
| 104 | + |
| 105 | +# Download Highcharts JS for inline embedding |
| 106 | +highcharts_url = "https://code.highcharts.com/highcharts.js" |
| 107 | +with urllib.request.urlopen(highcharts_url, timeout=30) as response: |
| 108 | + highcharts_js = response.read().decode("utf-8") |
| 109 | + |
| 110 | +# Generate HTML with proper JSON config |
| 111 | +html_content = f"""<!DOCTYPE html> |
| 112 | +<html> |
| 113 | +<head> |
| 114 | + <meta charset="utf-8"> |
| 115 | + <script>{highcharts_js}</script> |
| 116 | +</head> |
| 117 | +<body style="margin:0;"> |
| 118 | + <div id="container" style="width: 4800px; height: 2700px;"></div> |
| 119 | + <script> |
| 120 | + document.addEventListener('DOMContentLoaded', function() {{ |
| 121 | + Highcharts.chart('container', {config_json}); |
| 122 | + }}); |
| 123 | + </script> |
| 124 | +</body> |
| 125 | +</html>""" |
| 126 | + |
| 127 | +# Save HTML version (interactive) |
| 128 | +with open("plot.html", "w", encoding="utf-8") as f: |
| 129 | + cdn_html = f"""<!DOCTYPE html> |
| 130 | +<html> |
| 131 | +<head> |
| 132 | + <meta charset="utf-8"> |
| 133 | + <title>line-interactive · highcharts · pyplots.ai</title> |
| 134 | + <script src="https://code.highcharts.com/highcharts.js"></script> |
| 135 | +</head> |
| 136 | +<body style="margin:0;"> |
| 137 | + <div id="container" style="width: 100%; height: 100vh;"></div> |
| 138 | + <script> |
| 139 | + document.addEventListener('DOMContentLoaded', function() {{ |
| 140 | + Highcharts.chart('container', {config_json}); |
| 141 | + }}); |
| 142 | + </script> |
| 143 | +</body> |
| 144 | +</html>""" |
| 145 | + f.write(cdn_html) |
| 146 | + |
| 147 | +# Take screenshot with headless Chrome |
| 148 | +with tempfile.NamedTemporaryFile(mode="w", suffix=".html", delete=False, encoding="utf-8") as f: |
| 149 | + f.write(html_content) |
| 150 | + temp_path = f.name |
| 151 | + |
| 152 | +chrome_options = Options() |
| 153 | +chrome_options.add_argument("--headless") |
| 154 | +chrome_options.add_argument("--no-sandbox") |
| 155 | +chrome_options.add_argument("--disable-dev-shm-usage") |
| 156 | +chrome_options.add_argument("--disable-gpu") |
| 157 | +chrome_options.add_argument("--window-size=5000,3000") |
| 158 | + |
| 159 | +driver = webdriver.Chrome(options=chrome_options) |
| 160 | +driver.get(f"file://{temp_path}") |
| 161 | +time.sleep(5) |
| 162 | + |
| 163 | +# Screenshot the chart container element for exact dimensions |
| 164 | +container = driver.find_element("id", "container") |
| 165 | +container.screenshot("plot.png") |
| 166 | +driver.quit() |
| 167 | + |
| 168 | +Path(temp_path).unlink() |
0 commit comments