CREATE EXTENSION "uuid-ossp"; CREATE TABLE churn ( id uuid DEFAULT uuid_generate_v4() PRIMARY KEY, state char(10) NOT NULL, acc_length int NOT NULL, area_code int NOT NULL, phone char(10) NOT NULL, int_plan char(10) NOT NULL, vmail_plan char(10) NOT NULL, vmail_msg int NOT NULL, day_mins decimal NOT NULL, day_calls int NOT NULL, day_charge char(10) NOT NULL, eve_mins decimal NOT NULL, eve_calls int NOT NULL, eve_charge char(10) NOT NULL, night_mins decimal NOT NULL, night_calls int NOT NULL, night_charge char(10) NOT NULL, int_mins decimal NOT NULL, int_calls int NOT NULL, int_charge char(10) NOT NULL, cust_service_calls int NOT NULL ); create table subscriber_stats ( state char(10) not null, acc_length int not null, area_code int not null, int_plan char(10) not null, vmail_plan char(10) not null, vmail_msg int not null, day_mins decimal not null, day_calls int not null, eve_mins decimal not null, eve_calls int not null, night_mins decimal not null, night_calls int not null, int_mins decimal not null, int_calls int not null, cust_service_calls int not null ); create function will_churn (in state VARCHAR(2048), in acc_length INT8,in area_code INT8,in int_plan VARCHAR, in vmail_plan VARCHAR, in vmail_msg INT8, in day_mins FLOAT8, in day_calls INT8, in eve_mins FLOAT8, in eve_calls INT8, in night_mins FLOAT8, in night_calls INT8, in int_mins FLOAT8, in int_calls INT8, in cust_service_calls INT8, in max_rows_per_batch INT default NULL, out expected_to_churn VARCHAR) AS $$ select aws_sagemaker.invoke_endpoint('auroramlendpoint-gFsrj8OMA7KP', NULL, state, acc_length, area_code, int_plan, vmail_plan, vmail_msg, day_mins, day_calls, eve_mins, eve_calls, night_mins, night_calls, int_mins, int_calls, cust_service_calls) $$ LANGUAGE SQL STABLE PARALLEL SAFE COST 5000;