Move your data from Google Cloud Storage to Amazon Kinesis, continuously

CREATE TABLE orders_rw (
    order_id INTEGER PRIMARY KEY,
    customer_id INTEGER,
    order_status VARCHAR,
    total_amount DECIMAL,
    last_updated TIMESTAMP)
INCLUDE file as file_name
INCLUDE offset -- default column name is `_rw_gcs_offset`
WITH (
    connector = 'gcs',
    gcs.bucket_name = 'bucket',
    gcs.credential = 'gcs_credential'
) FORMAT PLAIN ENCODE JSON (
    without_header = 'true',
    delimiter = ',' -- set delimiter = E'	' for tab-separated files
);

CREATE SINK kinesis_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 = 'kinesis',
 stream = 'kinesis-sink-demo',
 aws.region = 'us-east-1',
 aws.credentials.access_key_id = 'your_access_key',
 aws.credentials.secret_access_key = 'your_secret_key'
)
FORMAT DEBEZIUM ENCODE JSON;