Spark ETL Framework
Production PySpark ETL framework with schema validation, data quality checks, incremental processing, and medallion architecture.
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Production ETL/ELT templates for PySpark, Airflow, Delta Lake, and streaming. Data quality built in.
Each product is built from real implementations. No toy examples.
Production PySpark ETL framework with schema validation, data quality checks, incremental processing, and medallion architecture.
🔒 Secure checkout · Instant download · 30-day guarantee
30+ production Airflow DAGs with error handling, retry logic, SLA monitoring, alerting, and dynamic task generation patterns.
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Kafka consumer/producer templates, Spark Structured Streaming jobs, exactly-once processing patterns, and dead letter queues.
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Great Expectations integration, custom validation rules, data profiling scripts, anomaly detection, and quality dashboards.
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Delta Lake table design patterns, merge operations, time travel queries, vacuum strategies, and Z-ORDER optimization.
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Workspace provisioning scripts, cluster policies, notebook templates, Unity Catalog setup, and job orchestration patterns.
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PySpark unit testing framework, mock data generators, integration test patterns, data contract validation, and CI/CD templates.
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Schema migration scripts, backward/forward compatibility checks, schema registry integration, and versioning strategies.
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Pipeline monitoring dashboards, data freshness alerts, lineage tracking, cost monitoring, and incident response runbooks.
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Change data capture patterns with Debezium, database replication scripts, event sourcing integration, and consistency checks.
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Automated metadata extraction, data dictionary generation, lineage mapping, ownership assignment, and search interface.
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Everything you need. All 11 products, one price.
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Every product follows the same quality standards you'd expect from production code.
Built from real production implementations. No toy examples or theoretical exercises.
Drop into your existing projects. Pre-configured for common environments with clear setup instructions.
Comprehensive READMEs, inline comments, and architecture explanations. Understand the why, not just the how.
Built-in security best practices, error handling, and industry-standard patterns.
Benchmarked configurations and optimization patterns baked in from day one.
Includes test suites, CI/CD templates, and quality assurance tooling out of the box.
Everything you need to know before purchasing.
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