#!/usr/bin/env python # Copyright 2017 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Command-line application to run a query using user credentials. You must supply a client secrets file, which would normally be bundled with your application. """ import argparse def main(project: str) -> None: # [START bigquery_auth_user_flow] from google_auth_oauthlib import flow # A local server is used as the callback URL in the auth flow. appflow = flow.InstalledAppFlow.from_client_secrets_file( "client_secrets.json", scopes=["https://www.googleapis.com/auth/bigquery"] ) # This launches a local server to be used as the callback URL in the desktop # app auth flow. If you are accessing the application remotely, such as over # SSH or a remote Jupyter notebook, this flow will not work. Use the # `gcloud auth application-default login --no-browser` command or workload # identity federation to get authentication tokens, instead. # appflow.run_local_server() credentials = appflow.credentials # [END bigquery_auth_user_flow] # [START bigquery_auth_user_query] from google.cloud import bigquery # TODO: Uncomment the line below to set the `project` variable. # project = 'user-project-id' # # The `project` variable defines the project to be billed for query # processing. The user must have the bigquery.jobs.create permission on # this project to run a query. See: # https://cloud.google.com/bigquery/docs/access-control#permissions client = bigquery.Client(project=project, credentials=credentials) query_string = """SELECT name, SUM(number) as total FROM `bigquery-public-data.usa_names.usa_1910_current` WHERE name = 'William' GROUP BY name; """ results = client.query_and_wait(query_string) # Print the results. for row in results: # Wait for the job to complete. print("{}: {}".format(row["name"], row["total"])) # [END bigquery_auth_user_query] if __name__ == "__main__": parser = argparse.ArgumentParser( description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter ) parser.add_argument("project", help="Project to use for BigQuery billing.") args = parser.parse_args() main(args.project)