We have hosted the application hydra etl in order to run this application in our online workstations with Wine or directly.


Quick description about hydra etl:

Hydra ETL is an open-source Python ETL engine. Pipelines are YAML manifests checked by a validator before execution, then run on pandas or DuckDB, with an optional Rust CSV reader. Connectors: CSV, JSON, Parquet, PostgreSQL, MySQL/MariaDB, MongoDB and web APIs. Includes the hdrctl CLI, a FastAPI REST server, a visual Studio editor, DAG workflows with a scheduler, a VS Code extension and an MCP server for AI assistants. Install: pip install hydra-etl. Source and issues: https: //github.com/bejaouibechir/Hydra .

Features:
  • Pipelines defined in YAML
  • Validation before any data is touched (hdrctl validate)
  • CLI, REST API and visual Studio on the same files
  • pandas or DuckDB engines, optional Rust acceleration
  • DAG workflows with built-in scheduler
  • MCP server for AI assistants



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