Move your data from MongoDB to Google BigQuery, continuously

Continuously ingest data from different sources, transform data on-the-fly, and then deliver data to any destinations using RisingWave’s connectors.

CREATE TABLE orders_rw (
   order_id varchar PRIMARY KEY,
   payload jsonb
) WITH (
   connector='mongodb-cdc',
   mongodb.url='mongodb://localhost:27017/?replicaSet=rs0',
   collection.name='dev.*'
);

For comprehensive configuration details, please refer to the MongoDB CDC connector documentation.

CREATE SINK big_query_sink_local 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 = 'bigquery',
    type = 'append-only',
    bigquery.local.path = '/path/to/my/service-account.json',
    bigquery.project = 'my_project_id',
    bigquery.dataset = 'my_dataset',
    bigquery.table = 'my_table',
    force_append_only = 'true'
);

For comprehensive configuration details, please refer to the BigQuery connector documentation.