snreddygopu opened a new pull request, #58918:
URL: https://github.com/apache/airflow/pull/58918
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This PR introduces a new feature in the Airflow Teradata provider to support
high-performance data loading and unloading operations using Teradata Parallel
Transporter (TPT) as part of Airflow DAGs. The new operator enhances
integration with Teradata by enabling flexible orchestration of data transfer
workloads both locally and remotely via SSH.
**Key Features:**
- Multi-mode data operations: Support for file-to-table, table-to-file,
table-to-table, and SELECT-to-file transfers
- Flexible source and target specifications: Supports source files, source
tables, SELECT statements, and custom INSERT statements
- Batch and single operations: Works with individual data transfer
operations or complex data pipeline scenarios
- Integrates with Airflow's connection management for secure database access
- Provides comprehensive logging of execution results and performance metrics
- Supports both local and remote execution via SSH for distributed data
operations
- Dynamic job variable file generation: Automatically generates and manages
TPT job variable files based on operation mode
**🛠️ Additional Enhancements:**
Includes utility functions for:
- Job variable file preparation and validation
- Data format specification (Delimited, Fixed-length, etc.)
- Custom delimiter configuration for source and target files
- Comprehensive parameter validation for operation modes
- Robust error handling with detailed error messages
- Secure file encryption for remote transfers
- Resource cleanup and subprocess management
Teradata Provider documentation build status:
https://github.com/Teradata/airflow/actions/runs/15688902771
Teradata Provider Unit tests build status:
https://github.com/Teradata/airflow/actions/runs/15688585657
---
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