sql-alerting-patterns
Comprehensive guide for Databricks SQL Alerts V2 - config-driven alerting framework with SDK deployment, hierarchical job architecture (5 atomic + 1 composite), proactive EXPLAIN-based query validation, and partial success patterns. Use when setting up SQL alerts, creating alert configuration tables, deploying alerts via Databricks SDK (V2 dict-based or typed classes), or troubleshooting alert failures. Includes config-driven patterns, fully qualified table names (no parameters), severity-based routing, alert ID conventions, SQL query patterns (threshold, percentage change, anomaly detection), DataFrame-based config seeding, DAB job configuration, custom notification templates, Quartz cron schedules, and troubleshooting patterns.
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