Google Cloud AutoML Client Library

import os
from google.cloud import automl_v1
from google.api_core.exceptions import GoogleAPIError

def list_automl_datasets(project_id: str, location: str):
    """Lists all AutoML datasets for a given project and location."""
    try:
        client = automl_v1.AutoMlClient()
        project_location = f"projects/{project_id}/locations/{location}"
        
        print(f"Listing datasets for project '{project_id}' in location '{location}'...")
        datasets = client.list_datasets(parent=project_location)
        
        found_datasets = False
        for dataset in datasets:
            found_datasets = True
            print(f"- Dataset name: {dataset.display_name} (ID: {dataset.name.split('/')[-1]})")
            print(f"  Full Resource Name: {dataset.name}")
            print(f"  State: {automl_v1.Dataset.State(dataset.example_count_state).name}")
            print(f"  Creation Time: {dataset.create_time.strftime('%Y-%m-%d %H:%M:%S UTC')}")

        if not found_datasets:
            print("No datasets found.")

    except GoogleAPIError as e:
        print(f"An API error occurred: {e}")
    except Exception as e:
        print(f"An unexpected error occurred: {e}")

if __name__ == "__main__":
    project_id = os.environ.get("GOOGLE_CLOUD_PROJECT")
    location = os.environ.get("GOOGLE_CLOUD_LOCATION", "us-central1") # Default location

    if not project_id:
        print("Error: GOOGLE_CLOUD_PROJECT environment variable not set.")
        print("Please set it to your Google Cloud project ID.")
    else:
        list_automl_datasets(project_id, location)