Create a schema.sql shortcut file

ecommerce-redpanda/README.md

@@ -75,6 +75,8 @@ You'll need to have [docker and docker-compose installed](https://materialize.co
    ```
 
    _(This is just a shortcut to a docker container with postgres-client pre-installed, if you already have psql you could run `psql -U materialize -h localhost -p 6875 materialize`)_
+
+   > :zap: If you want to skip the schema creation steps and load everything at once, you can run `psql -U materialize -h localhost -p 6875 -f schema.sql`
 
 7. Now that you're in the Materialize CLI, define all of the tables in `mysql.shop` as Kafka sources:
 

ecommerce-redpanda/schema.sql

@@ -0,0 +1,114 @@
+-- CREATE SOURCES
+
+CREATE SOURCE purchases
+FROM KAFKA BROKER 'redpanda:9092' TOPIC 'mysql.shop.purchases'
+FORMAT AVRO USING CONFLUENT SCHEMA REGISTRY 'http://redpanda:8081'
+ENVELOPE DEBEZIUM;
+
+CREATE SOURCE items
+FROM KAFKA BROKER 'redpanda:9092' TOPIC 'mysql.shop.items'
+FORMAT AVRO USING CONFLUENT SCHEMA REGISTRY 'http://redpanda:8081'
+ENVELOPE DEBEZIUM;
+
+CREATE SOURCE users
+FROM KAFKA BROKER 'redpanda:9092' TOPIC 'mysql.shop.users'
+FORMAT AVRO USING CONFLUENT SCHEMA REGISTRY 'http://redpanda:8081'
+ENVELOPE DEBEZIUM;
+
+CREATE SOURCE json_pageviews
+FROM KAFKA BROKER 'redpanda:9092' TOPIC 'pageviews'
+FORMAT BYTES;
+
+
+
+-- CREATE NON-MATERIALIZED VIEW TO PARSE JSON PAGEVIEWS
+
+CREATE VIEW pageview_stg AS
+    SELECT
+        *,
+        regexp_match(url, '/(products|profiles)/')[1] AS pageview_type,
+        (regexp_match(url, '/(?:products|profiles)/(\d+)')[1])::INT AS target_id
+    FROM (
+        SELECT
+            (data->'user_id')::INT AS user_id,
+            data->>'url' AS url,
+            data->>'channel' AS channel,
+            (data->>'received_at')::double AS received_at
+        FROM (
+            SELECT CAST(data AS jsonb) AS data
+            FROM (
+                SELECT convert_from(data, 'utf8') AS data
+                FROM json_pageviews
+            )
+        )
+    );
+
+
+-- CREATE ANALYTICAL VIEWS
+
+CREATE MATERIALIZED VIEW purchases_by_item AS
+     SELECT
+         item_id,
+         SUM(purchase_price) as revenue,
+         COUNT(id) AS orders,
+         SUM(quantity) AS items_sold
+     FROM purchases GROUP BY 1;
+
+CREATE MATERIALIZED VIEW pageviews_by_item AS
+    SELECT
+        target_id as item_id,
+        COUNT(*) AS pageviews
+    FROM pageview_stg
+    WHERE pageview_type = 'products'
+    GROUP BY 1;
+
+  CREATE MATERIALIZED VIEW item_summary AS
+    SELECT
+        items.name,
+        items.category,
+        SUM(purchases_by_item.items_sold) as items_sold,
+        SUM(purchases_by_item.orders) as orders,
+        SUM(purchases_by_item.revenue) as revenue,
+        SUM(pageviews_by_item.pageviews) as pageviews,
+        SUM(purchases_by_item.orders) / SUM(pageviews_by_item.pageviews)::FLOAT AS conversion_rate
+    FROM items
+    JOIN purchases_by_item ON purchases_by_item.item_id = items.id
+    JOIN pageviews_by_item ON pageviews_by_item.item_id = items.id
+    GROUP BY 1, 2;
+
+
+-- CREATE USER-FACING ANALYTICS VIEWS
+
+CREATE MATERIALIZED VIEW profile_views_per_minute_last_10 AS
+    SELECT
+    target_id as user_id,
+    date_trunc('minute', to_timestamp(received_at)) as received_at_minute,
+    COUNT(*) as pageviews
+    FROM pageview_stg
+    WHERE
+      pageview_type = 'profiles' AND
+      mz_logical_timestamp() < (received_at*1000 + 600000)::numeric
+    GROUP BY 1, 2;
+
+CREATE MATERIALIZED VIEW profile_views AS
+    SELECT
+        target_id AS owner_id,
+        user_id AS viewer_id,
+        received_at AS received_at
+    FROM (SELECT DISTINCT target_id FROM pageview_stg) grp,
+    LATERAL (
+        SELECT user_id, received_at FROM pageview_stg
+        WHERE target_id = grp.target_id
+        ORDER BY received_at DESC LIMIT 10
+    );
+
+CREATE MATERIALIZED VIEW profile_views_enriched AS
+    SELECT
+        owner.id as owner_id,
+        owner.email as owner_email,
+        viewers.id as viewer_id,
+        viewers.email as viewer_email,
+        profile_views.received_at
+    FROM profile_views
+    JOIN users owner ON profile_views.owner_id = owner.id
+    JOIN users viewers ON profile_views.viewer_id = viewers.id;