Create setup.sql

Avalanche-Customer-Review-Analytics/setup.sql

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+-- Create the avalanche database and schema
+CREATE DATABASE IF NOT EXISTS avalanche_db;
+CREATE SCHEMA IF NOT EXISTS avalanche_schema;
+
+-- Option 1: Manual upload to Stage
+-- Create the stage for storing our files
+-- Uncomment code block below for this option:
+--
+CREATE STAGE IF NOT EXISTS avalanche_db.avalanche_schema.customer_reviews
+  ENCRYPTION = (TYPE = 'SNOWFLAKE_SSE')
+  DIRECTORY = (ENABLE = true);
+--
+-- Now go and upload files to the stage. 
+-- Once you've done that proceed to the next step
+
+-- Option 2: Push files to Stage from S3
+-- Uncomment lines below to use:
+--
+-- Create the stage for storing our files
+-- CREATE OR REPLACE STAGE customer_reviews
+   -- URL = 's3://sfquickstarts/misc/customer_reviews/'
+   -- DIRECTORY = (ENABLE = TRUE AUTO_REFRESH = TRUE);
+
+-- List the contents of the newly created stage
+ls @avalanche_db.avalanche_schema.customer_reviews;
+
+-- Read single file
+-- Uncomment lines below to use:
+--
+-- SELECT
+--   SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
+--     @avalanche_db.avalanche_schema.customer_reviews,
+--     'review-01.docx',
+--     {'mode': 'layout'}
+--   ) AS layout;
+
+-- Read multiple files into a table
+-- Uncomment lines below to use:
+--
+-- WITH files AS (
+--   SELECT 
+--     REPLACE(REGEXP_SUBSTR(file_url, '[^/]+$'), '%2e', '.') as filename
+--   FROM DIRECTORY('@avalanche_db.avalanche_schema.customer_reviews')
+--   WHERE filename LIKE '%.docx'
+-- )
+-- SELECT 
+--   filename,
+--   SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
+--     @avalanche_db.avalanche_schema.customer_reviews,
+--     filename,
+--     {'mode': 'layout'}
+--   ):content AS layout
+-- FROM files;