Adds Snowflake Packs (#350)

packs/snowflake_cost_management.sql

@@ -0,0 +1,73 @@
+-- Automatic Clustering Spend
+-- this query finds tables where the automatic clustering spend has gone over 10 credits in the past 5 hours
+WITH table_spend AS (
+  SELECT
+    table_id,
+    table_name,
+    SUM(credits_used) AS credits
+  FROM snowflake.account_usage.automatic_clustering_history
+  WHERE DATEDIFF(HOUR, end_time, CURRENT_TIMESTAMP) < 5
+  GROUP BY 1, 2
+  ORDER BY 3 DESC
+)
+SELECT *
+FROM table_spend
+WHERE credits > 10
+; 
+
+-- Materialized View Spend
+-- this query finds tables where the materialized view spend has gone over 10 credits in the past 5 hours
+WITH table_spend AS (
+  SELECT
+    table_id,
+    table_name,
+    SUM(credits_used) AS credits
+  FROM snowflake.account_usage.materialized_view_refresh_history
+  WHERE DATEDIFF(HOUR, end_time, CURRENT_TIMESTAMP) < 5
+  GROUP BY 1, 2
+  ORDER BY 3 DESC)
+SELECT * FROM table_spend
+WHERE credits > 10
+;
+
+-- Snowpipe spend
+-- this query finds tables where the snowpipe spend has gone over 10 credits in the past 12 hours
+WITH pipe_spend AS (
+  SELECT
+    pipe_id,
+    pipe_name,
+    SUM(credits_used) AS credits_used
+  FROM snowflake.account_usage.pipe_usage_history
+  WHERE DATEDIFF(HOUR, end_time, CURRENT_TIMESTAMP) < 12
+  GROUP BY 1, 2
+  ORDER BY 3 DESC
+)
+SELECT *
+FROM pipe_spend
+WHERE credits_used > 10
+;
+
+-- Warehouse Spending Spike
+-- this query compares the last day credit spend vs. the last 28 day average for the account
+WITH average_use AS (
+  SELECT
+    warehouse_id,
+    warehouse_name,
+    SUM(credits_used) AS total_credits_used,
+    SUM(credits_used) / 28 AS avg_credits_used
+  FROM snowflake.account_usage.warehouse_metering_history
+  WHERE DATEDIFF(DAY, start_time, CURRENT_TIMESTAMP) < 28
+  GROUP BY 1, 2
+)
+SELECT
+  w.warehouse_id,
+  w.warehouse_name,
+  SUM(w.credits_used) AS ld_credits_used,
+  a.avg_credits_used
+FROM snowflake.account_usage.warehouse_metering_history w
+JOIN average_use a
+ON w.warehouse_id = a.warehouse_id
+WHERE DATEDIFF(DAY, start_time, CURRENT_TIMESTAMP) < 2
+GROUP BY 1, 2, 4
+HAVING ld_credits_used > (a.avg_credits_used * 2)
+;

packs/snowflake_security_monitoring.sql

@@ -0,0 +1,108 @@
+-- Too many bad logins by a single IP
+WITH ip_login_fails AS (
+  SELECT 
+    client_ip,
+    reported_client_type,
+    ARRAY_AGG(DISTINCT error_code),
+    ARRAY_AGG(DISTINCT error_message),
+    COUNT(event_id) AS counts
+  FROM account_usage.login_history
+  WHERE DATEDIFF(HOUR,  event_timestamp, CURRENT_TIMESTAMP) < 24
+    AND error_code IS NOT NULL
+  GROUP BY client_ip, reported_client_type
+)
+SELECT *
+FROM ip_login_fails
+WHERE counts > 5
+;
+
+-- Too many bad logins by a single User
+WITH user_login_fails AS (
+  SELECT 
+    user_name,
+    reported_client_type,
+    ARRAY_AGG(DISTINCT error_code),
+    ARRAY_AGG(DISTINCT error_message),
+    COUNT(event_id) AS counts
+  FROM account_usage.login_history
+  WHERE DATEDIFF(HOUR, event_timestamp, CURRENT_TIMESTAMP) < 12
+    AND error_code IS NOT NULL
+  GROUP BY user_name, reported_client_type
+)
+SELECT *
+FROM user_login_fails
+WHERE counts > 3
+; 
+
+-- Modifications to sensitive roles
+SELECT
+  query_id,
+  query_text,
+  user_name,
+  role_name,
+  start_time
+FROM snowflake.account_usage.query_history
+WHERE QUERY_TYPE = 'ALTER_USER'
+and QUERY_TEXT ilike '%ADMIN%'
+; 
+
+-- Password changes
+SELECT
+  query_id,
+  query_text,
+  user_name,
+  role_name,
+  start_time
+FROM snowflake.account_usage.query_history
+WHERE query_type = 'ALTER_USER'
+  AND query_text ILIKE '%password%'
+; 
+
+-- New Users Created
+SELECT
+  query_id,
+  query_text,
+  user_name,
+  role_name,
+  start_time
+FROM snowflake.account_usage.query_history
+WHERE query_type = 'CREATE_USER'
+; 
+
+-- User not using Multi Factor Authentication
+SELECT
+  event_timestamp,
+  user_name,
+  client_IP,
+  reported_client_type,
+  first_authentication_factor,
+  second_authentication_factor
+FROM snowflake.account_usage.login_history
+WHERE second_authentication_factor IS NULL
+  AND (
+    reported_client_type = 'SNOWFLAKE_UI'
+    OR reported_client_type = 'OTHER'
+  )
+; 
+
+-- Suspicious increase in queries by a user
+WITH average_queries AS (
+  SELECT
+    user_name,
+    COUNT(query_id) AS total_queries,
+    COUNT(query_id) / 28 AS avg_queries
+  FROM snowflake.account_usage.query_history
+  WHERE DATEDIFF(DAY, start_time, CURRENT_TIMESTAMP) < 28
+  GROUP BY 1
+)
+SELECT
+  w.user_name,
+  SUM(w.query_id) AS ld_queries,
+  a.avg_queries
+FROM snowflake.account_usage.query_history w
+JOIN average_queries a
+ON w.user_name = a.user_name
+WHERE DATEDIFF(DAY, start_time, CURRENT_TIMESTAMP) < 2
+GROUP BY 1,3
+HAVING ld_queries > (a.avg_queries * 10)
+;