sustainability-measurement-agent 0.1.5

Sustainability Measurement Agent - A tool for collecting and analyzing sustainability metrics in cloud native enviroments.

Sustainability Measurements Agent (SMA)

|

SMA is an open-source tool designed to help deploy, collect and report sustainability measurements on cloud-native applications. It is not itself a measurement tool, but rather a framework to orchestrate, combine and aggregate results from emerging suite of sustainability measurement tools.

Use / Install

pip install sustainability-measurement-agent

touch main.py

import sys
from sma import SustainabilityMeasurementAgent, Config, SMAObserver

config = Config.from_file("examples/minimal.yaml")
sma = SustainabilityMeasurementAgent(config)
sma.connect()
def wait_for_user() -> None:
    input("Hit Enter to to Stop Measuring...")

sma.run(wait_for_user)
sma.teardown()
report_location = config.report.get("location")
if report_location:
    print(f"Report written to {report_location}")

$ python main.py
$ Hit Enter to to Stop Measuring...

Capabilities (planned)

• Configuration driven deployment and operation
• Support for multiple measurement tools
  • Kepler
  • Scraphandre
  • cAdvisor
  • KubeWatt
  • Cloud Provider APIs (AWS, GCP, Azure)
  • KubeMetrics
• Support for multiple scenarios
  • Continuous monitoring and reporting
  • Experiment Measurements / Benchmarking
  • Ad-hoc measurements
  • Programmatic measurements via API
  • Kubernetes Operator
• Multiple report formats
  • CSV
  • HDF5
• Post processing and aggregation
  • Pandas
  • Grafana Dashboards

Contributing

Acknowledgements

This project builds upon prior work done in the OXN project, GOXN project and CLUE and is part of the research at ISE-TU Berlin.