Ingest data from Google Cloud Storage

Use the SQL statement below to connect RisingWave to a Google Cloud Storage source.

Syntax

CREATE SOURCE [ IF NOT EXISTS ] source_name 
schema_definition
[INCLUDE { header | key | offset | partition | timestamp } [AS <column_name>]]
WITH (
   connector = 'gcs',
   connector_parameter = 'value', ...
)
FORMAT data_format ENCODE data_encode (
   without_header = 'true' | 'false',
   delimiter = 'delimiter'
); 

schema_definition:

(
   column_name data_type [ PRIMARY KEY ], ...
   [ PRIMARY KEY ( column_name, ... ) ]
)

Connector parameters

Field	Notes
gcs.bucket_name	Required. The name of the bucket the data source is stored in.
gcs.credential	Optional. The base64 encoded credential key. If this field is not specified, ADC (application default credentials) will be used.
gcs.service_account	Optional. The service account of the target GCS source. If gcs.credential or ADC is not specified, the credentials will be derived from the service account.
match_pattern	Conditional. This field is used to find object keys in the bucket that match the given pattern. Standard Unix-style glob syntax is supported.

Other parameters

Field	Notes
data_format	Supported data format: PLAIN.
data_encode	Supported data encodes: CSV, JSON.
without_header	Whether the first line is header. Accepted values: 'true', 'false'. Default: 'true'.
delimiter	How RisingWave splits contents. For JSON encode, the delimiter is \n.

Loading order of GCS files

The GCS connector does not guarantee the sequential reading of files.

For example, RisingWave reads file F1 to offset O1 and crashes. After RisingWave rebuilds the task queue, it is not guaranteed the next task is reading file F1.

Examples

Here is an example of connecting RisingWave to a GCS source to read data.

CREATE TABLE s(
    id int,
    name varchar,
    age int, 
    primary key(id)
) 
WITH (
    connector = 'gcs',
    gcs.bucket_name = 'example-bucket',
    gcs.credential = 'xxxxx'
) FORMAT PLAIN ENCODE JSON (
    without_header = 'true',
    delimiter = '\n'
);