Move your data from Google Pub/Sub to Snowflake, continuously

CREATE TABLE orders_rw (
    order_id INTEGER PRIMARY KEY,
    customer_id INTEGER,
    order_status VARCHAR,
    total_amount DECIMAL,
    last_updated TIMESTAMP)
WITH (
    connector = 'google_pubsub',
    pubsub.subscription = 'test-subscription-1',
) FORMAT PLAIN ENCODE JSON;

CREATE SINK snowflake_sink AS
SELECT
    order_status,
    COUNT(*) as order_count,
    SUM(total_amount) as total_revenue,
    AVG(total_amount) as avg_order_value,
    MIN(last_updated) as first_order_time,
    MAX(last_updated) as last_order_time
FROM orders_rw
WITH (
    connector = 'snowflake',
    type = 'append-only',
    s3.bucket_name = 'my_s3_bucket',
    s3.credentials.access = 'credentials_access',
    s3.credentials.secret = 'credientials_secret',
    s3.region_name = 'us-west-2',
    s3.path = 'data/uploads/',
    force_append_only = 'true'
);