A library for managing workflows of asynchronous tasks.
Project description
TaskOrchestrator
TaskOrchestrator is a Python library for managing complex workflows of asynchronous tasks with dependencies, retries, timeouts, and real-time monitoring. It simplifies the orchestration of tasks in scenarios like ETL pipelines, microservices coordination, and workflow automation.
Features
- Task Dependencies: Define tasks that depend on the completion of other tasks.
- Retries: Automatically retry failed tasks.
- Timeouts: Set time limits for task execution.
- Parallel Execution: Run independent tasks in parallel.
- Real-Time Monitoring: Track task progress and status.
- Extensible: Add custom hooks for logging, metrics, or notifications.
- Well-Tested: Includes comprehensive unit tests.
- PEP-Compliant: Follows Python best practices and PEP standards.
Installation
You can install TaskOrchestrator via pip:
pip install taskorchestrator
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