DB-API Reference ~~~~~~~~~~~~~~~~ .. automodule:: google.cloud.bigquery.dbapi :members: :show-inheritance: DB-API Query-Parameter Syntax ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The BigQuery DB-API uses the `qmark` `parameter style `_ for unnamed/positional parameters and the `pyformat` parameter style for named parameters. An example of a query using unnamed parameters:: insert into people (name, income) values (?, ?) and using named parameters:: insert into people (name, income) values (%(name)s, %(income)s) Providing explicit type information ----------------------------------- BigQuery requires type information for parameters. The BigQuery DB-API can usually determine parameter types for parameters based on provided values. Sometimes, however, types can't be determined (for example when `None` is passed) or are determined incorrectly (for example when passing a floating-point value to a numeric column). The BigQuery DB-API provides an extended parameter syntax. For named parameters, a BigQuery type is provided after the name separated by a colon, as in:: insert into people (name, income) values (%(name:string)s, %(income:numeric)s) For unnamed parameters, use the named syntax with a type, but no name, as in:: insert into people (name, income) values (%(:string)s, %(:numeric)s) Providing type information is the *only* way to pass `struct` data:: cursor.execute( "insert into points (point) values (%(:struct)s)", [{"x": 10, "y": 20}], )