Home Backend Development Python Tutorial How Can I Efficiently Retrieve System Resource Usage (CPU, RAM, etc.) in Python?

How Can I Efficiently Retrieve System Resource Usage (CPU, RAM, etc.) in Python?

Dec 07, 2024 am 09:52 AM

How Can I Efficiently Retrieve System Resource Usage (CPU, RAM, etc.) in Python?

Retrieving System Resources in Python

In Python, obtaining system status information, such as CPU and RAM utilization, is crucial for monitoring and resource management. While platform-specific approaches using os.popen for Unix or MEMORYSTATUS for Windows have been prevalent, there is a need for a comprehensive and multi-platform solution.

Introducing psutil

The psutil library emerges as a formidable candidate for this task. It provides a unified interface for retrieving information on running processes and system utilization, including CPU, memory, and other resources. Its key strengths lie in its portability across various platforms, including Linux, Windows, macOS, and others.

Getting CPU and RAM Usage

Using psutil, obtaining CPU and RAM usage statistics is straightforward:

import psutil

# Get CPU usage percentage
cpu_percent = psutil.cpu_percent()

# Get virtual memory statistics as an object
virtual_memory = psutil.virtual_memory()

# Convert object to a dictionary for further manipulation
memory_dict = dict(virtual_memory._asdict())

# Get memory usage percentage
memory_percent = memory_dict["percent"]
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Additional Features

Besides CPU and RAM information, psutil offers a plethora of other capabilities:

  • Detailed process information, including CPU usage, memory usage, and open files
  • System-wide statistics, such as disk usage, network usage, and socket statistics
  • Comprehensive sensor data (e.g., temperature, fan speed) on supported platforms

Documentation and Resources

For further details and advanced usage, refer to the extensive documentation at https://psutil.readthedocs.io/en/latest/.

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