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etl.py
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etl.py
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import configparser
import psycopg2
from sql import copy_table_queries, insert_table_queries
from sys import exit
def load_staging_tables(cur, conn):
"""Load data from the source files on S3 onto the staging tables.
"""
for query in copy_table_queries:
print("- Loading data onto staging table {}".format(query.split(" ")[5]))
cur.execute(query)
conn.commit()
def insert_tables(cur, conn):
"""Load data from staging tables onto the analytic tables.
"""
for query in insert_table_queries:
print("- Inserting data from staging onto table {}".format(query.split(" ")[2]))
cur.execute(query)
conn.commit()
def main():
config = configparser.ConfigParser()
config.read('dwh.cfg')
try:
conn = psycopg2.connect("host={} dbname={} user={} password={} port={}".format(*config['CLUSTER'].values()))
cur = conn.cursor()
print("Connection established.")
except Exception as e:
print("Something went wrong trying to connect to the cluster:")
print(e)
exit()
try:
load_staging_tables(cur, conn)
print("Staging tables loaded.")
insert_tables(cur, conn)
print("Analytic tables loaded.")
except Exception as e:
print("Something went wrong inserting data:")
print(e)
conn.close()
if __name__ == "__main__":
main()