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What will be the output of this Python code snippet using Google Cloud Dataproc API to list clusters?

medium📝 Predict Output Q13 of 15
Hadoop - Modern Data Architecture with Hadoop
What will be the output of this Python code snippet using Google Cloud Dataproc API to list clusters?
from google.cloud import dataproc_v1
client = dataproc_v1.ClusterControllerClient()
project_id = "my-project"
region = "us-central1"
clusters = client.list_clusters(project_id=project_id, region=region)
print([cluster.cluster_name for cluster in clusters])
AA list of cluster names in the 'us-central1' region for 'my-project'
BA syntax error due to missing import
CAn empty list if no clusters exist
DA runtime error because 'list_clusters' requires more parameters
Step-by-Step Solution
Solution:
  1. Step 1: Understand the code's purpose

    The code uses Google Cloud Dataproc client to list clusters in a project and region.
  2. Step 2: Analyze the output

    The print statement extracts cluster names into a list. If clusters exist, it prints their names; otherwise, an empty list.
  3. Final Answer:

    A list of cluster names in the 'us-central1' region for 'my-project' -> Option A
  4. Quick Check:

    Dataproc list_clusters returns cluster objects with names [OK]
Quick Trick: List clusters returns objects; extract names with list comprehension [OK]
Common Mistakes:
  • Assuming list_clusters returns strings directly
  • Expecting errors without proper context
  • Confusing parameters needed for list_clusters

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