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Connect Soda to Presto

Last modified on 24-May-24

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-presto

data_source my_datasource_name:
  type: presto
  host: 127.0.0.1
  username: simple
  password: simple_pass
  catalog: hive
  schema: public
Property Required Notes
type required Identify the type of data source for Soda.
host required Provide a host identifier.
username required Consider using system variables to retrieve this value securely.
password required Consider using system variables to retrieve this value securely.
catalog optional Provide an identifier for the catalog which contains schemas and which references a data source using a connector. See Catalog in the Presto documentation.
schema optional Provide an identifier for the schema in which your dataset exists.

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 returns results in verbose mode in the CLI.

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

Supported data types

Category Data type
text CHARACTER VARYING, CHARACTER, CHAR, TEXT
number SMALLINT, INTEGER, BIGINT, DECIMAL, NUMERIC, VARIABLE, REAL, DOUBLE PRECISION, SMALLSERIAL, SERIAL, BIGSERIAL
time TIMESTAMP, DATE, TIME, TIMESTAMP WITH TIME ZONE, TIMESTAMP WITHOUT TIME ZONE, TIME WITH TIME ZONE, TIME WITHOUT TIME ZONE




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Documentation always applies to the latest version of Soda products
Last modified on 24-May-24