add setup sql file

setup.sql

@@ -0,0 +1,31 @@
+CREATE DATABASE IF NOT EXISTS LENDING_CLUB;
+GRANT USAGE ON DATABASE LENDING_CLUB TO ROLE SYSADMIN;
+GRANT USAGE ON FUTURE SCHEMAS IN DATABASE LENDING_CLUB TO ROLE SYSADMIN;
+USE DATABASE LENDING_CLUB;
+
+CREATE SCHEMA IF NOT EXISTS ML;
+GRANT ALL PRIVILEGES ON FUTURE TABLES IN SCHEMA ML TO ROLE SYSADMIN;
+USE SCHEMA ML;
+
+CREATE STAGE LOAN_DATA
+    URL = 's3://posit-snowflake-mlops';
+
+CREATE OR REPLACE FILE FORMAT FORMAT_LENDING_CLUB_PARQUET
+    TYPE = PARQUET
+    NULL_IF = ('NULL', 'null');
+
+CREATE OR REPLACE TABLE LOAN_DATA
+    USING TEMPLATE (
+        SELECT ARRAY_AGG(OBJECT_CONSTRUCT(*))
+        FROM TABLE(
+            INFER_SCHEMA(
+                LOCATION => '@LENDING_CLUB.ML.LOAN_DATA/loan_data.parquet',
+                FILE_FORMAT => 'LENDING_CLUB.ML.FORMAT_LENDING_CLUB_PARQUET'
+            )
+        )
+    );
+
+COPY INTO LOAN_DATA
+    FROM '@LENDING_CLUB.ML.LOAN_DATA/loan_data.parquet'
+    FILE_FORMAT = (FORMAT_NAME = LENDING_CLUB.ML.FORMAT_LENDING_CLUB_PARQUET)
+    MATCH_BY_COLUMN_NAME = CASE_INSENSITIVE;