Connect Soda to Trino

Access configuration details to connect Soda to a Trino data source.

For Soda to run quality scans on your data, you must configure it to connect to your data source. To learn how to set up Soda and configure it to connect to your data sources, see Get started.

Connection configuration reference

Install package: soda-trino

Reference Trino documentation for assistance.

data_source my_datasource_name:
  type: trino
  host: 127.0.0.1
  port: "5432"
  username: simple
  password: simple_pass
  catalog: hive
  schema: public
  source: 
  http_headers: 
  client_tags: ["test","test2"]

Property	Required	Notes
type	required	Identify the type of data source for Soda.
host	required	Provide a host identifier.
port	optional	Provide a port identifier.
auth_type	optional	BasicAuthentication in combination of user + password or JWTAuthentication in combination with access_token and optionally username. Default: BasicAuthentication.
access_token	optional	Map to the JWT access token. Only applicable if auth_type = JWTAuthentication.
username	required	Optional if auth_type = JWTAuthentication. Consider using system variables to retrieve this value securely using, for example, ${TRINO_USER}.
password	optional	Consider using system variables to retrieve this value securely using, for example, ${TRINO_PASSWORD}. Only applicable for auth_type = BasicAuthentication.
catalog	required	Provide an identifier for the catalog which contains schemas and which references a data source using a connector. See Catalog in the Trino documentation.
schema	required	Provide an identifier for the schema in which your dataset exists.
source	optional
http_headers	optional	Provide any HTTP headers as needed. See Trino documentation for details.
client_tags	optional	Provide a list of tag strings to identify Trino resource groups. See Trino documentation for details.

Test the data source connection

To confirm that you have correctly configured the connection details for the data source(s) in your configuration YAML file, use the test-connection command. If you wish, add a -V option to the command to return results in verbose mode in the CLI.

soda test-connection -d my_datasource -c configuration.yml -V

Supported data types

Category	Data type
text	CHAR, VARCHAR
number	NUMBER, INT, INTEGER, BIGINT, SMALLINT, TINYINT, BYTEINT, FLOAT, FLOAT4, FLOAT8, DOUBLE, DOUBLE PRECISION, REAL
time	DATE, DATETIME, TIME, TIMESTAMP, TIMESTAMPT_LTZ, TIMESTAMP_NTZ, TIMESTAMP_TZ