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sql_queries.py
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import configparser
# initiate a configparser instance and read the file 'dwh.cfg'
config = configparser.ConfigParser()
config.read('redshift-configuration.cfg')
# DROP TABLES if they already exist
staging_events_table_drop = "DROP TABLE IF EXISTS staging_events"
staging_songs_table_drop = "DROP TABLE IF EXISTS staging_songs"
songplay_table_drop = "DROP TABLE IF EXISTS songplays ;"
user_table_drop = "DROP TABLE IF EXISTS users; "
song_table_drop = "DROP TABLE IF EXISTS songs; "
artist_table_drop = "DROP TABLE IF EXISTS artists; "
time_table_drop = "DROP TABLE IF EXISTS time; "
drop_table_queries=[staging_events_table_drop, staging_songs_table_drop, songplay_table_drop, user_table_drop,\
song_table_drop, artist_table_drop, time_table_drop]
#CREATE TABLES
staging_events_table_create = ("""CREATE TABLE IF NOT EXISTS staging_events (
artist varchar,
auth varchar,
firstName varchar,
gender varchar,
itemInSession integer,
lastName varchar,
length float ,
level varchar,
location varchar,
method varchar,
page varchar,
registration bigint ,
sessionId integer,
song varchar,
status integer,
ts bigint ,
userAgent varchar,
userId integer)
""")
staging_songs_table_create = ("""CREATE TABLE IF NOT EXISTS staging_songs (
song_id varchar,
num_songs integer,
title varchar,
artist_name varchar,
artist_latitude float ,
year integer,
duration float ,
artist_id varchar,
artist_longitude float ,
artist_location varchar )
""")
songplay_table_create =(""" CREATE TABLE IF NOT EXISTS songplays (
songplay_id bigint identity(0,1),
start_time timestamp REFERENCES time(start_time),
user_id integer REFERENCES users (user_id),
level varchar NOT NULL,
song_id varchar REFERENCES songs (song_id),
artist_id varchar REFERENCES artists(artist_id),
session_id integer NOT NULL,
location varchar NOT NULL,
user_agent varchar NOT NULL)
diststyle all;
""")
user_table_create = (""" CREATE TABLE IF NOT EXISTS users (
user_id integer PRIMARY KEY,
first_name varchar,
last_name varchar,
gender varchar ,
level varchar )
diststyle all;
""")
song_table_create = (""" CREATE TABLE IF NOT EXISTS songs (
song_id varchar PRIMARY KEY,
title varchar,
artist_id varchar ,
year integer,
duration decimal)
""")
artist_table_create =("""CREATE TABLE IF NOT EXISTS artists (
artist_id varchar PRIMARY KEY,
artist_name varchar ,
location varchar ,
artist_latitude float,
artist_longitude float)
""")
time_table_create = (""" CREATE TABLE IF NOT EXISTS time (
start_time timestamp PRIMARY KEY,
hour integer,
day integer,
week integer,
month integer,
year integer,
weekday integer)
""")
# Copy staging events & songs data from an S3 bucket to staging tables
staging_events_copy=("""
copy staging_events from {}
iam_role '{}'
format as json {} ;""").format(config['S3']['LOG_DATA'],config['IAM_ROLE']['ARN'], config['S3']['LOG_JSONPATH'])
staging_songs_copy = ("""
copy staging_songs from {}
iam_role '{}'
format as json 'auto' ;""").format(config['S3']['SONG_DATA'],config['IAM_ROLE']['ARN'])
# Insert data into the star schema tables
songplay_table_insert=("""
INSERT INTO songplays (start_time, user_id, level, song_id, artist_id, session_id, location, user_agent)
SELECT DISTINCT '1970-01-01':: DATE + (se.ts/1000) * interval '1 second' AS start_time,
se.userId ,
se.level ,
ss.song_id ,
ss.artist_id,
se.sessionId,
se.location ,
se.userAgent
FROM staging_events AS se JOIN staging_songs AS ss ON (ss.title=se.song AND ss.artist_name=se.artist)
WHERE se.page = 'NextSong';""")
user_table_insert = ("""
INSERT INTO users
SELECT DISTINCT userId ,
firstName ,
lastName ,
gender ,
level
FROM staging_events
WHERE userId IS NOT NULL;""")
song_table_insert = ("""
INSERT INTO songs
SELECT DISTINCT song_id,
title ,
artist_id,
year,
duration
FROM staging_songs""")
artist_table_insert =("""
INSERT INTO artists
SELECT DISTINCT artist_id,
artist_name,
artist_location,
artist_latitude,
artist_longitude
FROM staging_songs;""")
time_table_insert=("""
INSERT INTO time
SELECT DISTINCT '1970-01-01'::date + (ts/1000) * interval '1 second' AS start_time,
EXTRACT ( hour FROM start_time),
EXTRACT ( day FROM start_time),
EXTRACT ( week FROM start_time),
EXTRACT ( month FROM start_time),
EXTRACT ( year FROM start_time),
EXTRACT ( weekday FROM start_time)
FROM staging_events """)
drop_table_queries = [staging_events_table_drop, staging_songs_table_drop, songplay_table_drop, user_table_drop,song_table_drop, artist_table_drop, time_table_drop]
create_table_queries = [staging_events_table_create,staging_songs_table_create, time_table_create, artist_table_create, song_table_create, user_table_create, songplay_table_create]
copy_table_queries = {'copying_staging_events':staging_events_copy, 'copying_staging_songs':staging_songs_copy}
insert_table_queries = {'inserting_user_table':user_table_insert,'inserting_song_table' :song_table_insert,'inserting_artist_table':artist_table_insert, 'inserting_time_table':time_table_insert, 'inserting_songplay_table':songplay_table_insert}