-
Notifications
You must be signed in to change notification settings - Fork 0
/
etl.py
42 lines (31 loc) · 1.01 KB
/
etl.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
import configparser
import psycopg2
from sql_queries import copy_table_queries, insert_table_queries
def load_staging_tables(cur, conn):
'''
Iterate over COPY statements and load staging tables into Redshift
'''
for query in copy_table_queries:
cur.execute(query)
conn.commit()
def insert_tables(cur, conn):
'''
Iterate over INSERT statements and insert data from staging tables into fact and dimension tables
in Redshift
'''
for query in insert_table_queries:
cur.execute(query)
conn.commit()
def main():
'''
Read config file, establish connection to Redshift and execute load and insert statements in Redshift
'''
config = configparser.ConfigParser()
config.read('dwh.cfg')
conn = psycopg2.connect("host={} dbname={} user={} password={} port={}".format(*config['CLUSTER'].values()))
cur = conn.cursor()
load_staging_tables(cur, conn)
insert_tables(cur, conn)
conn.close()
if __name__ == "__main__":
main()