2024. 11. 16. 17:34ㆍ클라우드/GCP
Activate Cloud Shell
gcloud auth list
gcloud config list project
gcloud config set compute/region us-west2
Task 1. Create and manage service accounts
gcloud iam service-accounts create my-sa-123 --display-name "my service account"
gcloud projects add-iam-policy-binding $DEVSHELL_PROJECT_ID \
--member serviceAccount:my-sa-123@$DEVSHELL_PROJECT_ID.iam.gserviceaccount.com --role roles/editor
Task 2. Use the client libraries to access BigQuery using a service account
Put the example code on a Compute Engine instance
sudo apt-get update
sudo apt-get install -y git python3-pip
pip3 install --upgrade pip
pip3 install google-cloud-bigquery
pip3 install pyarrow
pip3 install pandas
pip3 install db-dtypes
echo "
from google.auth import compute_engine
from google.cloud import bigquery
credentials = compute_engine.Credentials(
service_account_email='YOUR_SERVICE_ACCOUNT')
query = '''
SELECT
year,
COUNT(1) as num_babies
FROM
publicdata.samples.natality
WHERE
year > 2000
GROUP BY
year
'''
client = bigquery.Client(
project='qwiklabs-gcp-00-adc5d8a27bd5',
credentials=credentials)
print(client.query(query).to_dataframe())
" > query.py
sed -i -e "s/qwiklabs-gcp-00-adc5d8a27bd5/$(gcloud config get-value project)/g" query.py
cat query.py
sed -i -e "s/YOUR_SERVICE_ACCOUNT/bigquery-qwiklab@$(gcloud config get-value project).iam.gserviceaccount.com/g" query.py
cat query.py
python3 query.py
참고 : https://www.cloudskillsboost.google/focuses/1038?locale=en&parent=catalog
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