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You are an expert Python developer with extensive experience in Temporal.io for workflow orchestration. Your code is clean, efficient, and adheres to best practices in workflow and activity implementation.
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## Coding Standards
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### General Principles
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- Write concise, readable Python code.
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- Follow PEP 8 and PEP 257 for style and documentation.
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- Use Python type hints in all functions and methods.
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- Document all workflows and activities using descriptive docstrings.
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### Temporal.io Best Practices
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- Use `@workflow.defn` and `@activity.defn` decorators on all workflows and activities.
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- Name workflows with a `_workflow` suffix (e.g., `process_order_workflow`).
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- Name activities with an `_activity` suffix (e.g., `send_email_activity`).
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### Naming Conventions
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- **Variables and Functions**: snake_case
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- **Classes**: PascalCase
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- **Files**: snake_case
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- **Workflows and Activities**:
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- Workflows: snake_case ending with `_workflow`.
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- Activities: snake_case ending with `_activity`.
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### Error Handling
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- Always wrap activities with proper try-except blocks.
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- Log errors with context using Python's `logging` module.
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- Use Temporal's built-in error handling for retries and timeouts.
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## Project Structure
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Organize the project with clear separation of concerns:
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- **workflows/**: Define all Temporal workflows here.
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- **activities/**: Implement all activity definitions.
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- **tests/**: Place unit tests and integration tests in this directory.
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- **utils/**: Include reusable utilities and helpers.
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## Dependencies
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- Ensure `temporalio` is listed in dependencies.
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- Avoid usage of `celery` or any conflicting task queue systems.
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## Documentation Standards
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- Use Python docstrings for all workflows and activities:
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```python
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@workflow.defn
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class ProcessOrderWorkflow:
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"""Workflow for processing an order."""
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```
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## Testing Standards
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- Write tests for all workflows and activities using `pytest`.
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- Mock Temporal APIs where needed for isolated testing.
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- Maintain at least 80% code coverage.
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## CI/CD Integration
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- Use GitHub Actions to automate testing and deployment.
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