PySpark Data Migration Framework to Delta Lake - Script Edition (Full Code)

Paid Script Edition (Word) – Full PySpark Code & Guide ($28)

PySpark Data Migration Framework to Delta Lake – Script Edition (Full Code)

This edition contains the complete PySpark class-based implementation of a secure and modular data migration framework from Hive to Databricks Delta Lake.

Written in clean, PEP8-compliant code, this version includes all classes, scripts, and configuration templates for production use – ideal for teams building or customizing their ETL pipelines.

What You’ll Get:

Full PySpark code for:

• Log handling
• Extraction (Hive, Oracle, JDBC, Streams)
• Compression (ZIP, TAR)
• Encryption (PGP/OpenPGP)
• File packaging and checksum validation
• Ingestion into Delta Lake with partition control
• Row-level validation and reconciliation

Editable Word document with:

• Modular class structure & usage examples
• Control tables, logging tables, and parameterized configs
• Job orchestration logic + audit file generation

Included Inside:

• Word document (~160+ pages)
• Fully editable class-based PySpark code
• Configurable templates for real-world deployment
• Easy to adapt for other source systems

Who Is This For? Data engineers and architects implementing a production-grade PySpark migration framework. Perfect for customizing, deploying, and extending.

Download now for SGD 28 and accelerate your Hive to Databricks migration with working code!