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Airflow DAG Templates
Production-ready Airflow DAG templates for modern data pipelines with error handling and monitoring.
CDC Replication Toolkit
Change data capture pipeline for Databricks with Debezium parsing, merge into, and offset management.
Data Catalog Builder
Automated metadata discovery, data dictionary generation, and searchable catalog for Unity Catalog.
Data Observability Setup
Observability framework for Databricks with lineage tracking, anomaly detection, and SLA monitoring.
Data Pipeline Testing Kit
Comprehensive testing framework for PySpark data pipelines from unit tests to integration validation.
Data Quality Framework
Pluggable quality engine with built-in checks for completeness, accuracy, consistency, and timeliness.
Databricks Audit Toolkit
Production-ready audit and inventory toolkit for Databricks workspaces. Runs 12 independent audit modules across security, governance, cost, and configuration with consolidated reporting.
Databricks Starter Kit
Production-ready starter templates for building data platforms on Databricks with Unity Catalog and Delta Lake: workspace bootstrap, medallion layout, and job scaffolding.
Databricks Workspace Toolkit
Automate Databricks workspace management including clusters, jobs, secrets, and permissions.
Delta Lake Patterns
Production-ready Delta Lake merge, optimization, and maintenance patterns for Databricks.
Medallion Architecture Guide
A comprehensive decision framework and implementation guide for building production-grade medallion (bronze/silver/gold) architectures in Databricks.
PySpark Utils Library
Battle-tested PySpark utility functions for transformations, data quality, SCD, schema evolution, and lineage.
Schema Evolution Toolkit
Detect, validate, migrate, and analyze schema changes across Delta Lake tables safely and automatically.
Spark ETL Framework
Production-ready medallion architecture ETL framework for Databricks and Apache Spark.
Spark Performance Masterclass
Definitive guide to optimizing Apache Spark performance on Databricks with 25+ patterns.
Streaming Pipeline Kit
Real-time data pipelines with Spark Structured Streaming, Kafka integration, and monitoring.
Unity Catalog Governance Pack
Production-ready governance templates for Databricks Unity Catalog with policies and auditing.
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