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Creating a Registry
To create a registry follow the example below:
from typing import Any, Dict, Protocol, Tuple, runtime_checkable
from dynflow import Registry
@runtime_checkable
class BaseComponent(Protocol):
def run(self, args: Tuple[Any], **kwargs: Dict[str, Any]) -> Any: ...
registry = Registry("ComponentRegistry", BaseComponent)
How to Register Componnets
from file1.py import registry
@registry.register('MyComponent1')
class MyComponent1:
def run(self, args: Tuple[Any], **kwargs: Dict[str, Any]) -> Any:
print("Running MyComponent with args:", args, "and kwargs:", kwargs)
@registry.register('MyComponent2')
class MyComponent2:
def run(self, args: Tuple[Any], **kwargs: Dict[str, Any]) -> Any:
print("Running MyComponent with args:", args, "and kwargs:", kwargs)
Config File Examples
-
JSON Format See config.json for an example of a JSON configuration file.
-
YAML Format See config.yml for an example of a YAML configuration file.
-
CFG Format See config.cfg for an example of a CFG configuration file.
For building build Pipeline from list of components use example
How to maintain
- Running unit-tests
python -m unittest discover -s tests - Removing Cache files
pyclean -d jupyter package ruff -v .
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