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Forked from schledererj/fetchall_athena.py
Created February 15, 2020 14:11
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Using boto3 and paginators to query an AWS Athena table and return the results as a list of tuples as specified by .fetchall in PEP 249
# Does NOT implement the PEP 249 spec, but the return type is suggested by the .fetchall function as specified here: https://www.python.org/dev/peps/pep-0249/#fetchall
import time
import boto3
# query_string: a SQL-like query that Athena will execute
# client: an Athena client created with boto3
def fetchall_athena(query_string, client):
query_id = client.start_query_execution(
QueryString=query_string,
QueryExecutionContext={
'Database': 'DATABASE_NAME'
},
ResultConfiguration={
'OutputLocation': 's3://S3_DROP_LOCATION'
}
)['QueryExecutionId']
query_status = None
while query_status == 'QUEUED' or query_status == 'RUNNING' or query_status is None:
query_status = client.get_query_execution(QueryExecutionId=query_id)['QueryExecution']['Status']['State']
if query_status == 'FAILED' or query_status == 'CANCELLED':
raise Exception('Athena query with the string "{}" failed or was cancelled'.format(query_string))
time.sleep(10)
results_paginator = client.get_paginator('get_query_results')
results_iter = results_paginator.paginate(
QueryExecutionId=query_id,
PaginationConfig={
'PageSize': 1000
}
)
results = []
data_list = []
for results_page in results_iter:
for row in results_page['ResultSet']['Rows']:
data_list.append(row['Data'])
for datum in data_list[1:]:
results.append([x['VarCharValue'] for x in datum])
return [tuple(x) for x in results]
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