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docs/explainer/images/01-architecture-overview.svg
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83
docs/explainer/images/02-grpc-streaming.svg
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docs/explainer/images/02-grpc-streaming.svg
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<text x="0" y="0" fill="#a0a0a0" font-family="system-ui" font-size="11">One persistent connection. Metrics flow continuously. No polling overhead.</text>
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|
After Width: | Height: | Size: 3.8 KiB |
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docs/explainer/images/03-storage-tiers.svg
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After Width: | Height: | Size: 5.1 KiB |
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docs/explainer/images/04-event-driven.svg
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<text x="350" y="330" text-anchor="middle" fill="#a0a0a0" font-family="system-ui" font-size="11" font-style="italic">Same architecture, different domain vocabulary</text>
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After Width: | Height: | Size: 4.7 KiB |
125
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|
After Width: | Height: | Size: 6.7 KiB |
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|
||||
The architecture behind sysmonstm isn't specific to system monitoring. The patterns - streaming data collection, event-driven processing, tiered storage, real-time dashboards - apply to many domains. This article explores two: payment processing systems and desktop productivity tracking.
|
||||
|
||||

|
||||
|
||||
## Payment Processing Systems
|
||||
|
||||
The sysmonstm architecture was intentionally designed to map to payment processing. Here's how each component translates.
|
||||
@@ -117,6 +119,8 @@ Current architecture:
|
||||
|
||||
This works, but sysmonstm patterns could enhance it significantly.
|
||||
|
||||

|
||||
|
||||
### Current Deskmeter Implementation
|
||||
|
||||
The core daemon (`dmapp/dmcore/main.py`) polls in a loop:
|
||||
|
||||
@@ -2,6 +2,8 @@
|
||||
|
||||
This is the story of building a distributed system monitoring platform. Not a tutorial with sanitized examples, but an explanation of the actual decisions made, the trade-offs considered, and the code that resulted.
|
||||
|
||||

|
||||
|
||||
## The Problem
|
||||
|
||||
I have multiple development machines. A workstation, a laptop, sometimes a remote VM. Each one occasionally runs out of disk space, hits memory limits, or has a runaway process eating CPU. The pattern was always the same: something breaks, I SSH in, run `htop`, realize the problem, fix it.
|
||||
@@ -29,6 +31,8 @@ service MetricsService {
|
||||
|
||||
The collector is the client. It streams metrics. The aggregator is the server. It receives them. When the stream ends (collector shuts down, network drops), the aggregator gets a `StreamAck` response.
|
||||
|
||||

|
||||
|
||||
### Why This Storage Tier Approach
|
||||
|
||||
Metrics have different access patterns at different ages:
|
||||
@@ -45,6 +49,8 @@ Storing everything in one place forces a choice between fast reads (keep it all
|
||||
|
||||
The aggregator writes to both on every batch. Redis for live dashboard. TimescaleDB for history.
|
||||
|
||||

|
||||
|
||||
### Why Event-Driven for Alerts
|
||||
|
||||
The alerts service needs to evaluate every metric against threshold rules. Two options:
|
||||
@@ -70,6 +76,8 @@ class EventSubscriber(ABC):
|
||||
|
||||
Currently backed by Redis Pub/Sub (`shared/events/redis_pubsub.py`). The abstraction means switching to Kafka or RabbitMQ later requires implementing a new backend, not changing any service code.
|
||||
|
||||

|
||||
|
||||
## Phase 1: MVP - Getting Streaming to Work
|
||||
|
||||
The goal was simple: run a collector, see metrics appear in the aggregator's logs.
|
||||
|
||||
425
docs/explainer/viewer.html
Normal file
425
docs/explainer/viewer.html
Normal file
@@ -0,0 +1,425 @@
|
||||
<!DOCTYPE html>
|
||||
<html lang="en">
|
||||
<head>
|
||||
<meta charset="UTF-8">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
||||
<title>Loading... - System Monitor Docs</title>
|
||||
<link rel="stylesheet" href="../architecture/styles.css">
|
||||
<link rel="stylesheet" href="../static/prism/prism-tomorrow.min.css">
|
||||
<link rel="stylesheet" href="../static/prism/prism-line-numbers.min.css">
|
||||
<style>
|
||||
/* Article layout */
|
||||
.article-container {
|
||||
max-width: 900px;
|
||||
margin: 0 auto;
|
||||
padding: 2rem;
|
||||
}
|
||||
|
||||
.article-header {
|
||||
margin-bottom: 2rem;
|
||||
padding-bottom: 1rem;
|
||||
border-bottom: 1px solid var(--border);
|
||||
}
|
||||
|
||||
.article-header h1 {
|
||||
font-size: 2rem;
|
||||
color: var(--text-primary);
|
||||
margin-bottom: 0.5rem;
|
||||
}
|
||||
|
||||
.article-meta {
|
||||
color: var(--text-secondary);
|
||||
font-size: 0.875rem;
|
||||
}
|
||||
|
||||
.back-link {
|
||||
display: inline-flex;
|
||||
align-items: center;
|
||||
gap: 0.5rem;
|
||||
color: var(--accent);
|
||||
text-decoration: none;
|
||||
margin-bottom: 1.5rem;
|
||||
}
|
||||
|
||||
.back-link:hover {
|
||||
text-decoration: underline;
|
||||
}
|
||||
|
||||
/* Markdown content styling */
|
||||
.markdown-content {
|
||||
color: var(--text-primary);
|
||||
line-height: 1.8;
|
||||
}
|
||||
|
||||
.markdown-content h1 {
|
||||
font-size: 2rem;
|
||||
color: var(--accent);
|
||||
margin: 2rem 0 1rem;
|
||||
padding-bottom: 0.5rem;
|
||||
border-bottom: 2px solid var(--accent);
|
||||
}
|
||||
|
||||
.markdown-content h2 {
|
||||
font-size: 1.5rem;
|
||||
color: var(--text-primary);
|
||||
margin: 2rem 0 1rem;
|
||||
padding-bottom: 0.25rem;
|
||||
border-bottom: 1px solid var(--border);
|
||||
}
|
||||
|
||||
.markdown-content h3 {
|
||||
font-size: 1.25rem;
|
||||
color: var(--accent);
|
||||
margin: 1.5rem 0 0.75rem;
|
||||
}
|
||||
|
||||
.markdown-content h4 {
|
||||
font-size: 1.1rem;
|
||||
color: var(--text-primary);
|
||||
margin: 1.25rem 0 0.5rem;
|
||||
}
|
||||
|
||||
.markdown-content p {
|
||||
margin: 1rem 0;
|
||||
}
|
||||
|
||||
.markdown-content a {
|
||||
color: var(--accent);
|
||||
text-decoration: none;
|
||||
}
|
||||
|
||||
.markdown-content a:hover {
|
||||
text-decoration: underline;
|
||||
}
|
||||
|
||||
.markdown-content ul, .markdown-content ol {
|
||||
margin: 1rem 0;
|
||||
padding-left: 2rem;
|
||||
}
|
||||
|
||||
.markdown-content li {
|
||||
margin: 0.5rem 0;
|
||||
}
|
||||
|
||||
.markdown-content blockquote {
|
||||
border-left: 4px solid var(--accent);
|
||||
margin: 1.5rem 0;
|
||||
padding: 0.5rem 1rem;
|
||||
background: var(--bg-secondary);
|
||||
border-radius: 0 8px 8px 0;
|
||||
}
|
||||
|
||||
.markdown-content blockquote p {
|
||||
margin: 0.5rem 0;
|
||||
}
|
||||
|
||||
/* Code blocks */
|
||||
.markdown-content pre {
|
||||
margin: 1.5rem 0;
|
||||
border-radius: 8px;
|
||||
overflow: hidden;
|
||||
}
|
||||
|
||||
.markdown-content pre[class*="language-"] {
|
||||
background: #1e293b;
|
||||
border: 1px solid var(--border);
|
||||
}
|
||||
|
||||
.markdown-content code:not([class*="language-"]) {
|
||||
background: var(--bg-secondary);
|
||||
padding: 0.2rem 0.4rem;
|
||||
border-radius: 4px;
|
||||
font-size: 0.9em;
|
||||
color: var(--accent);
|
||||
font-family: 'JetBrains Mono', 'Fira Code', Consolas, monospace;
|
||||
}
|
||||
|
||||
.markdown-content code[class*="language-"] {
|
||||
font-family: 'JetBrains Mono', 'Fira Code', Consolas, monospace;
|
||||
font-size: 0.875rem;
|
||||
line-height: 1.6;
|
||||
}
|
||||
|
||||
/* Tables */
|
||||
.markdown-content table {
|
||||
width: 100%;
|
||||
border-collapse: collapse;
|
||||
margin: 1.5rem 0;
|
||||
font-size: 0.9rem;
|
||||
}
|
||||
|
||||
.markdown-content th,
|
||||
.markdown-content td {
|
||||
padding: 0.75rem 1rem;
|
||||
text-align: left;
|
||||
border: 1px solid var(--border);
|
||||
}
|
||||
|
||||
.markdown-content th {
|
||||
background: var(--bg-secondary);
|
||||
color: var(--text-primary);
|
||||
font-weight: 600;
|
||||
}
|
||||
|
||||
.markdown-content td {
|
||||
background: var(--bg-primary);
|
||||
}
|
||||
|
||||
.markdown-content tr:hover td {
|
||||
background: var(--bg-secondary);
|
||||
}
|
||||
|
||||
/* Strong/bold */
|
||||
.markdown-content strong {
|
||||
color: var(--text-primary);
|
||||
font-weight: 600;
|
||||
}
|
||||
|
||||
/* Horizontal rules */
|
||||
.markdown-content hr {
|
||||
border: none;
|
||||
border-top: 1px solid var(--border);
|
||||
margin: 2rem 0;
|
||||
}
|
||||
|
||||
/* Images/Diagrams */
|
||||
.markdown-content img {
|
||||
max-width: 100%;
|
||||
height: auto;
|
||||
border-radius: 8px;
|
||||
margin: 1.5rem 0;
|
||||
}
|
||||
|
||||
/* Diagram container */
|
||||
.diagram {
|
||||
background: var(--bg-secondary);
|
||||
border: 1px solid var(--border);
|
||||
border-radius: 8px;
|
||||
padding: 1.5rem;
|
||||
margin: 2rem 0;
|
||||
text-align: center;
|
||||
}
|
||||
|
||||
.diagram img {
|
||||
margin: 0;
|
||||
max-width: 100%;
|
||||
}
|
||||
|
||||
.diagram-caption {
|
||||
color: var(--text-secondary);
|
||||
font-size: 0.875rem;
|
||||
margin-top: 1rem;
|
||||
font-style: italic;
|
||||
}
|
||||
|
||||
/* Loading state */
|
||||
.loading {
|
||||
text-align: center;
|
||||
padding: 4rem;
|
||||
color: var(--text-secondary);
|
||||
}
|
||||
|
||||
.loading::after {
|
||||
content: '';
|
||||
display: inline-block;
|
||||
width: 20px;
|
||||
height: 20px;
|
||||
border: 2px solid var(--border);
|
||||
border-top-color: var(--accent);
|
||||
border-radius: 50%;
|
||||
animation: spin 1s linear infinite;
|
||||
margin-left: 1rem;
|
||||
vertical-align: middle;
|
||||
}
|
||||
|
||||
@keyframes spin {
|
||||
to { transform: rotate(360deg); }
|
||||
}
|
||||
|
||||
/* Error state */
|
||||
.error {
|
||||
text-align: center;
|
||||
padding: 4rem;
|
||||
color: #ef4444;
|
||||
}
|
||||
|
||||
/* Table of contents */
|
||||
.toc {
|
||||
background: var(--bg-secondary);
|
||||
border: 1px solid var(--border);
|
||||
border-radius: 8px;
|
||||
padding: 1.5rem;
|
||||
margin-bottom: 2rem;
|
||||
}
|
||||
|
||||
.toc h4 {
|
||||
margin: 0 0 1rem;
|
||||
color: var(--accent);
|
||||
font-size: 0.875rem;
|
||||
text-transform: uppercase;
|
||||
letter-spacing: 0.05em;
|
||||
}
|
||||
|
||||
.toc ul {
|
||||
list-style: none;
|
||||
padding: 0;
|
||||
margin: 0;
|
||||
}
|
||||
|
||||
.toc li {
|
||||
margin: 0.5rem 0;
|
||||
}
|
||||
|
||||
.toc a {
|
||||
color: var(--text-secondary);
|
||||
text-decoration: none;
|
||||
font-size: 0.9rem;
|
||||
}
|
||||
|
||||
.toc a:hover {
|
||||
color: var(--accent);
|
||||
}
|
||||
|
||||
.toc .toc-h3 {
|
||||
padding-left: 1rem;
|
||||
font-size: 0.85rem;
|
||||
}
|
||||
</style>
|
||||
</head>
|
||||
<body>
|
||||
<header>
|
||||
<h1>System Monitoring Platform</h1>
|
||||
<p class="subtitle">Documentation</p>
|
||||
</header>
|
||||
|
||||
<main class="article-container">
|
||||
<a href="../index.html" class="back-link">← Back to Index</a>
|
||||
|
||||
<div id="toc" class="toc" style="display: none;">
|
||||
<h4>Contents</h4>
|
||||
<ul id="toc-list"></ul>
|
||||
</div>
|
||||
|
||||
<article id="content" class="markdown-content">
|
||||
<div class="loading">Loading article</div>
|
||||
</article>
|
||||
</main>
|
||||
|
||||
<footer>
|
||||
<p>System Monitoring Platform - Documentation</p>
|
||||
</footer>
|
||||
|
||||
<!-- Markdown parser -->
|
||||
<script src="https://cdn.jsdelivr.net/npm/marked/marked.min.js"></script>
|
||||
|
||||
<!-- Prism syntax highlighting -->
|
||||
<script src="../static/prism/prism.min.js"></script>
|
||||
<script src="../static/prism/prism-python.min.js"></script>
|
||||
<script src="../static/prism/prism-bash.min.js"></script>
|
||||
<script src="../static/prism/prism-protobuf.min.js"></script>
|
||||
<script src="../static/prism/prism-json.min.js"></script>
|
||||
<script src="../static/prism/prism-line-numbers.min.js"></script>
|
||||
|
||||
<script>
|
||||
// Get the markdown file from URL parameter
|
||||
const params = new URLSearchParams(window.location.search);
|
||||
const file = params.get('file');
|
||||
|
||||
if (!file) {
|
||||
document.getElementById('content').innerHTML = '<div class="error">No file specified. Use ?file=filename.md</div>';
|
||||
} else {
|
||||
loadMarkdown(file);
|
||||
}
|
||||
|
||||
async function loadMarkdown(filename) {
|
||||
try {
|
||||
const response = await fetch(filename);
|
||||
if (!response.ok) {
|
||||
throw new Error(`Failed to load ${filename}`);
|
||||
}
|
||||
|
||||
const markdown = await response.text();
|
||||
renderMarkdown(markdown, filename);
|
||||
} catch (error) {
|
||||
document.getElementById('content').innerHTML = `<div class="error">Error: ${error.message}</div>`;
|
||||
}
|
||||
}
|
||||
|
||||
function renderMarkdown(markdown, filename) {
|
||||
// Configure marked
|
||||
marked.setOptions({
|
||||
gfm: true,
|
||||
breaks: false,
|
||||
headerIds: true,
|
||||
mangle: false,
|
||||
});
|
||||
|
||||
// Custom renderer for code blocks
|
||||
const renderer = new marked.Renderer();
|
||||
|
||||
renderer.code = function(code, language) {
|
||||
const lang = language || 'plaintext';
|
||||
const langClass = `language-${lang}`;
|
||||
// Escape HTML in code
|
||||
const escaped = code
|
||||
.replace(/&/g, '&')
|
||||
.replace(/</g, '<')
|
||||
.replace(/>/g, '>');
|
||||
return `<pre class="line-numbers"><code class="${langClass}">${escaped}</code></pre>`;
|
||||
};
|
||||
|
||||
// Custom heading renderer to add IDs
|
||||
renderer.heading = function(text, level) {
|
||||
const id = text.toLowerCase()
|
||||
.replace(/<[^>]*>/g, '')
|
||||
.replace(/[^\w\s-]/g, '')
|
||||
.replace(/\s+/g, '-');
|
||||
return `<h${level} id="${id}">${text}</h${level}>`;
|
||||
};
|
||||
|
||||
marked.setOptions({ renderer });
|
||||
|
||||
// Render markdown
|
||||
const html = marked.parse(markdown);
|
||||
document.getElementById('content').innerHTML = html;
|
||||
|
||||
// Extract title from first h1
|
||||
const titleMatch = markdown.match(/^#\s+(.+)$/m);
|
||||
if (titleMatch) {
|
||||
document.title = titleMatch[1] + ' - System Monitor Docs';
|
||||
}
|
||||
|
||||
// Build table of contents
|
||||
buildToc();
|
||||
|
||||
// Apply Prism highlighting
|
||||
Prism.highlightAll();
|
||||
}
|
||||
|
||||
function buildToc() {
|
||||
const content = document.getElementById('content');
|
||||
const headings = content.querySelectorAll('h2, h3');
|
||||
const tocList = document.getElementById('toc-list');
|
||||
|
||||
if (headings.length < 3) {
|
||||
return; // Don't show TOC for short articles
|
||||
}
|
||||
|
||||
headings.forEach(heading => {
|
||||
const li = document.createElement('li');
|
||||
if (heading.tagName === 'H3') {
|
||||
li.className = 'toc-h3';
|
||||
}
|
||||
|
||||
const a = document.createElement('a');
|
||||
a.href = '#' + heading.id;
|
||||
a.textContent = heading.textContent;
|
||||
li.appendChild(a);
|
||||
tocList.appendChild(li);
|
||||
});
|
||||
|
||||
document.getElementById('toc').style.display = 'block';
|
||||
}
|
||||
</script>
|
||||
</body>
|
||||
</html>
|
||||
Reference in New Issue
Block a user