google_cloud_profiler_agent_initialization_cpu_walltime_metrics.py

1import googlecloudprofiler
2
3def main():
4    # Profiler initialization. It starts a daemon thread which continuously
5    # collects and uploads profiles.
6    # The service and service_version can be any label.
7    try:
8        googlecloudprofiler.start(
9            service='hello-profiler',
10            service_version='1.0.1',
11            # verbose is the logging level. 0-error, 1-warning, 2-info, 3-debug.
12            verbose=3,
13            # project_id must be set if not running on GCP.
14            # project_id='my-project-id',
15        )
16    except (ValueError, Exception) as e:
17        print(f"Failed to start profiler: {e}")
18
19    # Your application code here
20    print("Application is running and being profiled...")
21    while True:
22        pass
23
24if __name__ == '__main__':
25    main()