AI System Monitoring #337
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
name: AI System Monitoring | |
on: | |
schedule: | |
- cron: '*/15 * * * *' # Every 15 minutes | |
workflow_dispatch: | |
jobs: | |
system-monitoring: | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Configure Monitoring Tools | |
uses: monitoring/setup-tools@v1 | |
with: | |
tools: prometheus,grafana | |
- name: AI Metric Collection | |
id: metrics | |
run: | | |
python src/monitoring/ai_metric_collector.py | |
echo "::set-output name=metrics::$(cat system-metrics.json)" | |
- name: AI Anomaly Detection | |
id: anomalies | |
run: | | |
python src/monitoring/ai_anomaly_detector.py \ | |
--metrics ${{ steps.metrics.outputs.metrics }} | |
echo "::set-output name=results::$(cat anomaly-results.json)" | |
- name: AI Pattern Analysis | |
id: patterns | |
run: | | |
python src/monitoring/ai_pattern_analyzer.py \ | |
--metrics ${{ steps.metrics.outputs.metrics }} | |
echo "::set-output name=analysis::$(cat pattern-analysis.json)" | |
- name: AI Health Assessment | |
id: health | |
run: | | |
python src/monitoring/ai_health_checker.py \ | |
--metrics ${{ steps.metrics.outputs.metrics }} \ | |
--anomalies ${{ steps.anomalies.outputs.results }} \ | |
--patterns ${{ steps.patterns.outputs.analysis }} | |
- name: Create Monitoring Report | |
if: always() | |
uses: actions/github-script@v6 | |
with: | |
script: | | |
const metrics = require('${{ steps.metrics.outputs.metrics }}'); | |
const anomalies = require('${{ steps.anomalies.outputs.results }}'); | |
const patterns = require('${{ steps.patterns.outputs.analysis }}'); | |
const summary = ` | |
## System Health Report 🏥 | |
### System Metrics | |
${metrics.summary} | |
### Detected Anomalies | |
${anomalies.findings.map(a => `- ${a.description} (Severity: ${a.severity})`).join('\n')} | |
### Pattern Analysis | |
${patterns.insights} | |
### Recommendations | |
${patterns.recommendations.join('\n')} | |
`; | |
if (anomalies.findings.length > 0) { | |
github.rest.issues.create({ | |
owner: context.repo.owner, | |
repo: context.repo.repo, | |
title: '⚠️ System Anomalies Detected', | |
body: summary, | |
labels: ['monitoring', 'automated'] | |
}); | |
} |