prescale-agent 0.2.2

Metrics collection agent for Prescale - Predictive Infrastructure Intelligence Platform

Prescale Agent

Metrics collection agent for Prescale - Predictive Infrastructure Intelligence Platform.

Installation

# Base installation (system metrics + Prometheus)
pip install prescale-agent

# With specific backends
pip install prescale-agent[gcp]      # + GCP Cloud Monitoring
pip install prescale-agent[aws]      # + AWS CloudWatch
pip install prescale-agent[azure]    # + Azure Monitor
pip install prescale-agent[datadog]  # + Datadog
pip install prescale-agent[all]      # All backends

Quick Start

# Generate configuration file
prescale-agent init

# List available metric sources
prescale-agent sources

# Test configured sources
prescale-agent test

# Run the agent
prescale-agent run --config prescale-agent.yaml

Configuration

Create a prescale-agent.yaml file:

agent:
  collection_interval: 60
  log_level: INFO

sources:
  # System metrics (always available)
  - type: system
    enabled: true
    config:
      collect_cpu: true
      collect_memory: true

  # GCP Cloud Monitoring
  - type: gcp-monitoring
    enabled: true
    config:
      project_id: your-gcp-project
      metrics:
        - kubernetes.io/container/cpu/limit_utilization
        - kubernetes.io/container/memory/limit_utilization

  # Prometheus
  - type: prometheus
    enabled: false
    config:
      url: http://prometheus:9090
      queries:
        - name: cpu_usage
          query: rate(container_cpu_usage_seconds_total[5m])

prescale:
  endpoint: http://prescale-inference:8080

Supported Sources

Source	Description	Extra Install
system	Local CPU, memory, disk via psutil	Built-in
prometheus	Query Prometheus server	Built-in
gcp-monitoring	GCP Cloud Monitoring	[gcp]
cloudwatch	AWS CloudWatch	[aws]
azure-monitor	Azure Monitor	[azure]
datadog	Datadog API	[datadog]

CLI Commands

prescale-agent init              # Generate config file
prescale-agent run               # Start collecting metrics
prescale-agent run --once        # Single collection (testing)
prescale-agent run --deployment my-deployment  # Associate with deployment
prescale-agent sources           # List available sources
prescale-agent test              # Test source connections
prescale-agent status            # Show agent status

Environment Variables

Variable	Description
PRESCALE_CONFIG_FILE	Path to config file (default: ./prescale-agent.yaml)
PRESCALE_ENDPOINT	Prescale inference endpoint
PRESCALE_API_KEY	API key for authentication

License

Apache 2.0 - See LICENSE