google_cloud_profiler_python_agent_initialization_quickstart.py

1import googlecloudprofiler
2
3def main():
4    # Profiler initialization. It starts a daemon thread which continuously
5    # collects and uploads profiles. Best done as early as possible.
6    try:
7        googlecloudprofiler.start(
8            service='hello-profiler',
9            service_version='1.0.1',
10            # verbose is the logging level. 0-error, 1-warning, 2-info, 3-debug.
11            verbose=3,
12            # project_id must be set if not running on GCP.
13            # project_id='my-project-id',
14        )
15    except (ValueError, RuntimeError) as e:
16        print(f"Error starting profiler: {e}")
17
18    # Your application code here
19    print("Application is running with Cloud Profiler enabled.")
20
21if __name__ == '__main__':
22    main()