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#!/usr/bin/env python

# Copyright 2016 Google Inc. All Rights Reserved.

#

# 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.

"""Simple application that performs a query with BigQuery."""

# [START all]

# [START create_client]

from google.cloud import bigquery

def query_shakespeare():

client = bigquery.Client()

# [END create_client]

# [START run_query]

# See: https://cloud.google.com/bigquery/sql-reference/

query_results = client.run_sync_query("""

#standardSQL

SELECT corpus AS title, COUNT(*) AS unique_words

FROM `publicdata.samples.shakespeare`

GROUP BY title

ORDER BY unique_words DESC

LIMIT 10""")

query_results.run()

# [END run_query]

# [START print_results]

rows = query_results.fetch_data()

for row in rows:

print(row)

# [END print_results]

if __name__ == '__main__':

query_shakespeare()

# [END all]